{
  "dataset": {
    "name": "The HRT Index Hot Flash Statistics Evidence Atlas, 2026",
    "version": "1.0",
    "published": "2026-08-01",
    "last_verified": "2026-08-01",
    "creator": "The HRT Index Editorial Team",
    "publisher": "The HRT Index",
    "publisher_legal_name": "The HRT Index LLC",
    "canonical_url": "https://thehrtindex.com/research/hot-flash-statistics/",
    "description": "A denominator-normalized evidence map of hot-flash and vasomotor-symptom prevalence, timing, frequency, episode length, duration, trajectory, measurement and selected treatment-population statistics.",
    "method_note": "Source-native symptom definitions, thresholds, recall windows, populations, estimators and limitations are preserved. No cross-source pooling or averaging was performed.",
    "license_status": "No standalone reuse license assigned in version 1.0.",
    "record_count": 96,
    "calculation_count": 21
  },
  "sources": {
    "FANG_2024": {
      "title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "organization": "BMC Public Health",
      "year": "2024",
      "url": "https://doi.org/10.1186/s12889-024-19280-5",
      "id": "doi:10.1186/s12889-024-19280-5",
      "funding_conflict": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low."
    },
    "AMY_2025": {
      "title": "Prevalence and severity of symptoms across the menopause transition: cross-sectional findings from the Australian Women's Midlife Years (AMY) Study",
      "organization": "The Lancet Diabetes & Endocrinology",
      "year": "2025",
      "url": "https://doi.org/10.1016/S2213-8587(25)00138-X",
      "id": "doi:10.1016/S2213-8587(25)00138-X; PMID:40720963",
      "funding_conflict": "Funded by Australia's National Health and Medical Research Council. Recruitment used a non-probability panel."
    },
    "HARLOW_2020": {
      "title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "organization": "Menopause / SWAN",
      "year": "2020",
      "url": "https://doi.org/10.1097/GME.0000000000001420",
      "id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "funding_conflict": "NIH-supported SWAN research; author financial disclosures are listed in the article."
    },
    "WILLIAMS_2008": {
      "title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "organization": "Climacteric",
      "year": "2008",
      "url": "https://doi.org/10.1080/13697130701744696",
      "id": "doi:10.1080/13697130701744696; PMID:18202963",
      "funding_conflict": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions."
    },
    "AVIS_2015": {
      "title": "Duration of menopausal vasomotor symptoms over the menopause transition",
      "organization": "JAMA Internal Medicine / SWAN",
      "year": "2015",
      "url": "https://doi.org/10.1001/jamainternmed.2014.8063",
      "id": "doi:10.1001/jamainternmed.2014.8063; PMID:25686030",
      "funding_conflict": "NIH-supported SWAN research; the article reports no other disclosures."
    },
    "FREEMAN_2011": {
      "title": "Duration of menopausal hot flushes and associated risk factors",
      "organization": "Obstetrics & Gynecology / Penn Ovarian Aging Study",
      "year": "2011",
      "url": "https://doi.org/10.1097/AOG.0b013e318214f0de",
      "id": "doi:10.1097/AOG.0b013e318214f0de; PMID:21508748",
      "funding_conflict": "Population-based longitudinal cohort; source disclosures are recorded in the article."
    },
    "FREEMAN_2014": {
      "title": "Risk of long-term hot flashes after natural menopause: evidence from the Penn Ovarian Aging Study cohort",
      "organization": "Menopause / Penn Ovarian Aging Study",
      "year": "2014",
      "url": "https://doi.org/10.1097/GME.0000000000000196",
      "id": "doi:10.1097/GME.0000000000000196; PMID:24473530",
      "funding_conflict": "Population-based longitudinal cohort; source disclosures are recorded in the article."
    },
    "SMITH_2016": {
      "title": "Risk Factors for Extended Duration and Timing of Peak Severity of Hot Flashes",
      "organization": "PLOS ONE / Midlife Women’s Health Study",
      "year": "2016",
      "url": "https://doi.org/10.1371/journal.pone.0155079",
      "id": "doi:10.1371/journal.pone.0155079; PMID:27149066",
      "funding_conflict": "Funded by the U.S. National Institute on Aging; authors declared no competing interests."
    },
    "TEPPER_2016": {
      "title": "Characterizing the trajectories of vasomotor symptoms across the menopausal transition",
      "organization": "Menopause / SWAN",
      "year": "2016",
      "url": "https://doi.org/10.1097/GME.0000000000000676",
      "id": "doi:10.1097/GME.0000000000000676; PMID:27404029",
      "funding_conflict": "NIH-supported SWAN research; author disclosures are listed in the article."
    },
    "MANN_2011": {
      "title": "Concordance between self-reported and sternal skin conductance measures of hot flushes in symptomatic perimenopausal and postmenopausal women: a systematic review",
      "organization": "Menopause",
      "year": "2011",
      "url": "https://doi.org/10.1097/gme.0b013e318204a1fb",
      "id": "doi:10.1097/gme.0b013e318204a1fb; PMID:21326119",
      "funding_conflict": "Research Support, Non-U.S. Government; source disclosures are recorded in the article."
    },
    "CORONADO_2026": {
      "title": "Prevalence of vasomotor symptoms and the associated risk factors: the Mi Menopausia app study",
      "organization": "Maturitas",
      "year": "2026",
      "url": "https://doi.org/10.1016/j.maturitas.2026.108958",
      "id": "doi:10.1016/j.maturitas.2026.108958; PMID:42066667",
      "funding_conflict": "Cross-sectional convenience sample; the PubMed record includes a competing-interest declaration."
    },
    "VEOZAH_LABEL": {
      "title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "organization": "U.S. Food and Drug Administration",
      "year": "2024",
      "url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "id": "FDA Reference ID:5497306",
      "funding_conflict": "Regulatory prescribing information submitted by the manufacturer and approved by FDA."
    },
    "LYNKUET_LABEL": {
      "title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "organization": "U.S. Food and Drug Administration",
      "year": "2025",
      "url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "id": "FDA Reference ID:5683116",
      "funding_conflict": "Regulatory prescribing information submitted by the manufacturer and approved by FDA."
    },
    "BRISDELLE_LABEL": {
      "title": "BRISDELLE (paroxetine) prescribing information, Reference ID 5528764",
      "organization": "U.S. Food and Drug Administration",
      "year": "2025",
      "url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/204516s009s014lbl.pdf",
      "id": "FDA Reference ID:5528764",
      "funding_conflict": "Regulatory prescribing information submitted by the manufacturer and approved by FDA."
    },
    "SHAH_2024": {
      "title": "Bothersome Hot Flashes Following Neoadjuvant Androgen Deprivation Therapy and Stereotactic Body Radiotherapy for Localized Prostate Cancer",
      "organization": "Cureus",
      "year": "2024",
      "url": "https://doi.org/10.7759/cureus.55729",
      "id": "doi:10.7759/cureus.55729; PMID:38586683",
      "funding_conflict": "Retrospective review of prospectively collected data; source lists author financial relationships."
    },
    "CHALLAPALLI_2018": {
      "title": "Evaluating the prevalence and predictive factors of vasomotor and psychological symptoms in prostate cancer patients receiving hormonal therapy",
      "organization": "Clinical and Translational Radiation Oncology",
      "year": "2018",
      "url": "https://doi.org/10.1016/j.ctro.2018.03.002",
      "id": "doi:10.1016/j.ctro.2018.03.002; PMID:29928703",
      "funding_conflict": "Prospective single-institution study; open-access article reports its disclosures."
    },
    "MORGA_2025": {
      "title": "The Burden of Illness of Treatment-Induced Vasomotor Symptoms in Individuals with Breast Cancer: A Systematic Literature Review",
      "organization": "Journal of Clinical Medicine",
      "year": "2025",
      "url": "https://doi.org/10.3390/jcm14082601",
      "id": "doi:10.3390/jcm14082601; PMID:40283431",
      "funding_conflict": "Authors included Astellas Pharma employees and a contract research organization; commercial affiliations disclosed."
    },
    "TMS": {
      "title": "Hot Flashes",
      "organization": "The Menopause Society",
      "year": "",
      "url": "https://menopause.org/patient-education/menopause-topics/hot-flashes",
      "id": "",
      "funding_conflict": "Professional-society patient education reference."
    }
  },
  "records": [
    {
      "record_id": "HF-001",
      "topic": "Pooled prevalence of hot flashes",
      "estimate": "52.65",
      "unit": "percent",
      "lower_ci": "50.24",
      "upper_ci": "55.06",
      "numerator": "",
      "denominator": "",
      "sample_size": "265 articles; 349,608 women",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Varied",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The pooled hot-flash prevalence estimate was 52.65% across 265 articles comprising 349,608 women.",
      "not_safe_to_say": "Exactly 52.65% of every population will experience hot flashes.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-002",
      "topic": "All-symptom review evidence base",
      "estimate": "321",
      "unit": "studies",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "482,067 women",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Nineteen menopausal symptoms",
      "severity_threshold": "Varied",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The full review included 321 studies and 482,067 women across nineteen symptoms.",
      "not_safe_to_say": "The 52.65% hot-flash estimate used all 321 studies.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-003",
      "topic": "Pooled hot-flash prevalence: Premenopause",
      "estimate": "31.31",
      "unit": "percent",
      "lower_ci": "26.46",
      "upper_ci": "36.38",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "Premenopause",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Varied",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The pooled premenopause estimate was 31.31%.",
      "not_safe_to_say": "31.31% is a precise universal rate for all premenopause women.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-004",
      "topic": "Pooled hot-flash prevalence: Perimenopause",
      "estimate": "56.52",
      "unit": "percent",
      "lower_ci": "51.54",
      "upper_ci": "61.43",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "Perimenopause",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Varied",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The pooled perimenopause estimate was 56.52%.",
      "not_safe_to_say": "56.52% is a precise universal rate for all perimenopause women.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-005",
      "topic": "Pooled hot-flash prevalence: Postmenopause",
      "estimate": "56.74",
      "unit": "percent",
      "lower_ci": "52.8",
      "upper_ci": "60.64",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "Postmenopause",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Varied",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The pooled postmenopause estimate was 56.74%.",
      "not_safe_to_say": "56.74% is a precise universal rate for all postmenopause women.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-006",
      "topic": "Pooled hot-flash prevalence: Africa",
      "estimate": "64.43",
      "unit": "percent",
      "lower_ci": "56.78",
      "upper_ci": "71.73",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 64.43%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-007",
      "topic": "Pooled hot-flash prevalence: Oceania",
      "estimate": "39.92",
      "unit": "percent",
      "lower_ci": "30.56",
      "upper_ci": "49.66",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 39.92%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-008",
      "topic": "Pooled hot-flash prevalence: Egypt",
      "estimate": "72.56",
      "unit": "percent",
      "lower_ci": "58.15",
      "upper_ci": "84.91",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 72.56%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-009",
      "topic": "Pooled hot-flash prevalence: Finland",
      "estimate": "14.54",
      "unit": "percent",
      "lower_ci": "5.82",
      "upper_ci": "26.29",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 14.54%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-010",
      "topic": "Pooled hot-flash prevalence: low-income countries",
      "estimate": "65.93",
      "unit": "percent",
      "lower_ci": "59.61",
      "upper_ci": "71.98",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 65.93%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-011",
      "topic": "Pooled hot-flash prevalence: upper-middle-income countries",
      "estimate": "54.72",
      "unit": "percent",
      "lower_ci": "50.08",
      "upper_ci": "59.31",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 54.72%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-012",
      "topic": "Pooled hot-flash prevalence: lower-middle-income countries",
      "estimate": "54.17",
      "unit": "percent",
      "lower_ci": "49.57",
      "upper_ci": "58.73",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 54.17%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-013",
      "topic": "Pooled hot-flash prevalence: high-income countries",
      "estimate": "49.72",
      "unit": "percent",
      "lower_ci": "46.19",
      "upper_ci": "53.25",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 49.72%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-014",
      "topic": "Pooled hot-flash prevalence: publications before 2011",
      "estimate": "48.7",
      "unit": "percent",
      "lower_ci": "44.78",
      "upper_ci": "52.63",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 48.7%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-015",
      "topic": "Pooled hot-flash prevalence: publications after 2011",
      "estimate": "55.48",
      "unit": "percent",
      "lower_ci": "52.51",
      "upper_ci": "58.43",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 55.48%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-016",
      "topic": "Pooled prevalence using 10-item Cervantes Scale",
      "estimate": "69.95",
      "unit": "percent",
      "lower_ci": "53.7",
      "upper_ci": "83.96",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 69.95%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-017",
      "topic": "Pooled prevalence using Simplified Menopausal Index",
      "estimate": "39.26",
      "unit": "percent",
      "lower_ci": "27.45",
      "upper_ci": "51.74",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Middle-aged women represented in included studies",
      "geography": "Global",
      "menopause_stage": "",
      "symptom_definition": "Hot flashes",
      "severity_threshold": "Source/instrument-specific",
      "recall_window": "Varied across included studies",
      "study_design": "Systematic review and random-effects meta-analysis",
      "data_collection_period": "Studies published January 2000 through March 2023",
      "publication_year": "2024",
      "evidence_class": "Pooled synthesis",
      "source_title": "Mapping global prevalence of menopausal symptoms among middle-aged women: a systematic review and meta-analysis",
      "source_organization": "BMC Public Health",
      "source_url": "https://doi.org/10.1186/s12889-024-19280-5",
      "doi_or_reference_id": "doi:10.1186/s12889-024-19280-5",
      "safe_wording": "The study-level pooled estimate for this subgroup was 39.26%.",
      "not_safe_to_say": "This subgroup contrast proves why the rate differs.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Extremely high heterogeneity; definitions, instruments, populations and recall windows varied.",
      "funding_conflict_note": "Peer-reviewed systematic review; authors reported funding and disclosures in the article. Evidence certainty for symptom prevalence was graded very low.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-018",
      "topic": "Moderately-to-severely bothersome hot flushes: premenopause",
      "estimate": "8.8",
      "unit": "percent",
      "lower_ci": "7.2",
      "upper_ci": "10.4",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,250",
      "population": "Australian women aged 40–69 classified by STRAW+10",
      "geography": "Australia",
      "menopause_stage": "Premenopause",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderately-to-severely bothersome",
      "recall_window": "Previous 4 weeks",
      "study_design": "Cross-sectional national study using a non-probability panel",
      "data_collection_period": "October 27, 2023 through March 19, 2024",
      "publication_year": "2025",
      "evidence_class": "Population estimate",
      "source_title": "Prevalence and severity of symptoms across the menopause transition: cross-sectional findings from the Australian Women's Midlife Years (AMY) Study",
      "source_organization": "The Lancet Diabetes & Endocrinology",
      "source_url": "https://doi.org/10.1016/S2213-8587(25)00138-X",
      "doi_or_reference_id": "doi:10.1016/S2213-8587(25)00138-X; PMID:40720963",
      "safe_wording": "8.8% of premenopausal participants reported moderately-to-severely bothersome hot flushes in the previous four weeks.",
      "not_safe_to_say": "Only 8.8% of premenopausal women ever experience hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Cross-sectional stage comparison; not a within-person change.",
      "funding_conflict_note": "Funded by Australia's National Health and Medical Research Council. Recruitment used a non-probability panel.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-019",
      "topic": "Moderately-to-severely bothersome hot flushes: late perimenopause",
      "estimate": "37.3",
      "unit": "percent",
      "lower_ci": "31.5",
      "upper_ci": "43.0",
      "numerator": "",
      "denominator": "",
      "sample_size": "271",
      "population": "Australian women aged 40–69 classified by STRAW+10",
      "geography": "Australia",
      "menopause_stage": "Late perimenopause",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderately-to-severely bothersome",
      "recall_window": "Previous 4 weeks",
      "study_design": "Cross-sectional national study using a non-probability panel",
      "data_collection_period": "October 27, 2023 through March 19, 2024",
      "publication_year": "2025",
      "evidence_class": "Population estimate",
      "source_title": "Prevalence and severity of symptoms across the menopause transition: cross-sectional findings from the Australian Women's Midlife Years (AMY) Study",
      "source_organization": "The Lancet Diabetes & Endocrinology",
      "source_url": "https://doi.org/10.1016/S2213-8587(25)00138-X",
      "doi_or_reference_id": "doi:10.1016/S2213-8587(25)00138-X; PMID:40720963",
      "safe_wording": "37.3% of late-perimenopausal participants reported moderately-to-severely bothersome hot flushes in the previous four weeks.",
      "not_safe_to_say": "37.3% is the prevalence of any hot flash across all perimenopause.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Cross-sectional stage comparison; not a within-person change.",
      "funding_conflict_note": "Funded by Australia's National Health and Medical Research Council. Recruitment used a non-probability panel.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-020",
      "topic": "Adjusted prevalence ratio: late perimenopause versus premenopause",
      "estimate": "4.74",
      "unit": "prevalence ratio",
      "lower_ci": "3.64",
      "upper_ci": "6.19",
      "numerator": "",
      "denominator": "",
      "sample_size": "5,509 classified participants",
      "population": "Australian women aged 40–69 classified by STRAW+10",
      "geography": "Australia",
      "menopause_stage": "Late perimenopause versus premenopause",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderately-to-severely bothersome",
      "recall_window": "Previous 4 weeks",
      "study_design": "Cross-sectional national study using a non-probability panel",
      "data_collection_period": "October 27, 2023 through March 19, 2024",
      "publication_year": "2025",
      "evidence_class": "Population estimate",
      "source_title": "Prevalence and severity of symptoms across the menopause transition: cross-sectional findings from the Australian Women's Midlife Years (AMY) Study",
      "source_organization": "The Lancet Diabetes & Endocrinology",
      "source_url": "https://doi.org/10.1016/S2213-8587(25)00138-X",
      "doi_or_reference_id": "doi:10.1016/S2213-8587(25)00138-X; PMID:40720963",
      "safe_wording": "The adjusted prevalence ratio was 4.74 for the study-defined bothersome hot-flush outcome.",
      "not_safe_to_say": "Late perimenopause causes exactly 4.74 times as many hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Cross-sectional stage comparison; not a within-person change.",
      "funding_conflict_note": "Funded by Australia's National Health and Medical Research Council. Recruitment used a non-probability panel.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-021",
      "topic": "Monthly hot-flash reporting five to eight years before FMP",
      "estimate": "~20",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "955 participants; hot-flash model used 935 women",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "5–8 years before FMP",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "The study reported approximately ~20% monthly hot-flash reporting at this FMP-aligned landmark.",
      "not_safe_to_say": "This is a lifetime prevalence rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-022",
      "topic": "Monthly hot-flash reporting in year before FMP",
      "estimate": "~48",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "955 participants; hot-flash model used 935 women",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "Year before FMP",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "The study reported approximately ~48% monthly hot-flash reporting at this FMP-aligned landmark.",
      "not_safe_to_say": "This is a lifetime prevalence rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-023",
      "topic": "Monthly hot-flash reporting in year after FMP",
      "estimate": "~60",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "955 participants; hot-flash model used 935 women",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "Year after FMP",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "The study reported approximately ~60% monthly hot-flash reporting at this FMP-aligned landmark.",
      "not_safe_to_say": "This is a lifetime prevalence rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-024",
      "topic": "Seasonal peak-versus-minimum odds of reporting hot flashes",
      "estimate": "66",
      "unit": "percent greater odds",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "955 participants",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "Across FMP-aligned observation",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "The odds of reporting a hot flash were 66% greater at the modeled seasonal peak than at the minimum.",
      "not_safe_to_say": "Prevalence rose by 66 percentage points.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-025",
      "topic": "Current smoking association with monthly hot-flash reporting",
      "estimate": "2.48",
      "unit": "odds ratio",
      "lower_ci": "1.41",
      "upper_ci": "4.36",
      "numerator": "",
      "denominator": "",
      "sample_size": "SWAN calendar model",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "Current smoking was associated with OR 2.48 for monthly hot-flash reporting in this observational model.",
      "not_safe_to_say": "Smoking causes exactly 2.48 times as many hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-026",
      "topic": "Hormone-therapy association before FMP",
      "estimate": "0.58",
      "unit": "odds ratio",
      "lower_ci": "0.45",
      "upper_ci": "0.75",
      "numerator": "",
      "denominator": "",
      "sample_size": "SWAN calendar model",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "Before FMP",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "Hormone-therapy use was associated with lower odds before the FMP in this observational model.",
      "not_safe_to_say": "This odds ratio is a randomized treatment effect.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-027",
      "topic": "Hormone-therapy association after FMP",
      "estimate": "0.1",
      "unit": "odds ratio",
      "lower_ci": "0.06",
      "upper_ci": "0.15",
      "numerator": "",
      "denominator": "",
      "sample_size": "SWAN calendar model",
      "population": "SWAN Menstrual Calendar substudy participants",
      "geography": "United States",
      "menopause_stage": "After FMP",
      "symptom_definition": "Monthly self-reported hot flashes",
      "severity_threshold": "",
      "recall_window": "Monthly calendar",
      "study_design": "Prospective longitudinal menstrual-calendar substudy with mixed-effects modeling",
      "data_collection_period": "Ten-year calendar observation period",
      "publication_year": "2020",
      "evidence_class": "Longitudinal model estimate",
      "source_title": "Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period in the SWAN Menstrual Calendar substudy",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000001420",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000001420; PMID:31567864",
      "safe_wording": "Hormone-therapy use was associated with lower odds after the FMP in this observational model.",
      "not_safe_to_say": "This odds ratio proves a 90% reduction in absolute risk.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Approximate model landmarks aligned to the final menstrual period.",
      "funding_conflict_note": "NIH-supported SWAN research; author financial disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-028",
      "topic": "Hot flashes on 1–3 days in previous 4 weeks",
      "estimate": "29.1",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,726",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Previous 4 weeks",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "29.1% of current sufferers selected this frequency category.",
      "not_safe_to_say": "29.1% of all U.S. women have this frequency.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-029",
      "topic": "Hot flashes 1–2 days per week",
      "estimate": "20.2",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,726",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Previous 4 weeks",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "20.2% of current sufferers selected this frequency category.",
      "not_safe_to_say": "20.2% of all U.S. women have this frequency.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-030",
      "topic": "Hot flashes 3–4 days per week",
      "estimate": "18.2",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,726",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Previous 4 weeks",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "18.2% of current sufferers selected this frequency category.",
      "not_safe_to_say": "18.2% of all U.S. women have this frequency.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-031",
      "topic": "Hot flashes 5–6 days per week",
      "estimate": "8.9",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,726",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Previous 4 weeks",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "8.9% of current sufferers selected this frequency category.",
      "not_safe_to_say": "8.9% of all U.S. women have this frequency.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-032",
      "topic": "Hot flashes every day",
      "estimate": "23.7",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,726",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Previous 4 weeks",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "23.7% of current sufferers selected this frequency category.",
      "not_safe_to_say": "23.7% of all U.S. women have this frequency.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-033",
      "topic": "One to two hot flashes on a symptomatic day",
      "estimate": "62.5",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,827",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical symptomatic day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "62.5% of current sufferers selected this episode-count category.",
      "not_safe_to_say": "62.5% is a population-wide daily rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-034",
      "topic": "Three to four on a symptomatic day",
      "estimate": "23.5",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,827",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical symptomatic day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "23.5% of current sufferers selected this episode-count category.",
      "not_safe_to_say": "23.5% is a population-wide daily rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-035",
      "topic": "Five to six on a symptomatic day",
      "estimate": "7.9",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,827",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical symptomatic day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "7.9% of current sufferers selected this episode-count category.",
      "not_safe_to_say": "7.9% is a population-wide daily rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-036",
      "topic": "Seven or more on a symptomatic day",
      "estimate": "6.1",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,827",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical symptomatic day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "6.1% of current sufferers selected this episode-count category.",
      "not_safe_to_say": "6.1% is a population-wide daily rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-037",
      "topic": "Typical episode under one minute",
      "estimate": "20.3",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,834",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical episode",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "20.3% of current sufferers selected this typical episode-duration category.",
      "not_safe_to_say": "20.3% of all hot-flash events last this long.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-038",
      "topic": "Typical episode one to two minutes",
      "estimate": "43.4",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,834",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical episode",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "43.4% of current sufferers selected this typical episode-duration category.",
      "not_safe_to_say": "43.4% of all hot-flash events last this long.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-039",
      "topic": "Typical episode three to five minutes",
      "estimate": "25.3",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,834",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical episode",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "25.3% of current sufferers selected this typical episode-duration category.",
      "not_safe_to_say": "25.3% of all hot-flash events last this long.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-040",
      "topic": "Typical episode more than five minutes",
      "estimate": "11.0",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,834",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Any current hot flash",
      "recall_window": "Typical episode",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "11.0% of current sufferers selected this typical episode-duration category.",
      "not_safe_to_say": "11.0% of all hot-flash events last this long.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-041",
      "topic": "Mean very-mild/mild daytime episodes among daily sufferers",
      "estimate": "2.5",
      "unit": "mean episodes per day",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "405 daily daytime sufferers",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Very mild or mild",
      "recall_window": "Typical day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "The published mean for the very mild or mild category was 2.5 among women reporting daytime symptoms every day.",
      "not_safe_to_say": "The average woman has 2.5 very mild or mild episodes daily.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-042",
      "topic": "Mean moderate daytime episodes among daily sufferers",
      "estimate": "2.6",
      "unit": "mean episodes per day",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "405 daily daytime sufferers",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Moderate",
      "recall_window": "Typical day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "The published mean for the moderate category was 2.6 among women reporting daytime symptoms every day.",
      "not_safe_to_say": "The average woman has 2.6 moderate episodes daily.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-043",
      "topic": "Mean severe daytime episodes among daily sufferers",
      "estimate": "2.5",
      "unit": "mean episodes per day",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "405 daily daytime sufferers",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Severe",
      "recall_window": "Typical day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "The published mean for the severe category was 2.5 among women reporting daytime symptoms every day.",
      "not_safe_to_say": "The average woman has 2.5 severe episodes daily.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-044",
      "topic": "Mean very-severe daytime episodes among daily sufferers",
      "estimate": "1.4",
      "unit": "mean episodes per day",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "405 daily daytime sufferers",
      "population": "U.S. peri- and postmenopausal women reporting current hot flashes",
      "geography": "United States",
      "menopause_stage": "",
      "symptom_definition": "Current hot flashes",
      "severity_threshold": "Very severe",
      "recall_window": "Typical day",
      "study_design": "Online cross-sectional survey from a nationally representative sampling design",
      "data_collection_period": "April 2005",
      "publication_year": "2008",
      "evidence_class": "Current-sufferer survey estimate",
      "source_title": "Frequency and severity of vasomotor symptoms among peri- and postmenopausal women in the United States",
      "source_organization": "Climacteric",
      "source_url": "https://doi.org/10.1080/13697130701744696",
      "doi_or_reference_id": "doi:10.1080/13697130701744696; PMID:18202963",
      "safe_wording": "The published mean for the very severe category was 1.4 among women reporting daytime symptoms every day.",
      "not_safe_to_say": "The average woman has 1.4 very severe episodes daily.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Denominators include current sufferers only, not all surveyed women.",
      "funding_conflict_note": "Funded by GlaxoSmithKline; author affiliations included GlaxoSmithKline and RTI Health Solutions.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-045",
      "topic": "Median total duration of frequent VMS",
      "estimate": "7.4",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,449",
      "population": "SWAN women who reported frequent VMS at one or more annual visits",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Across transition",
      "symptom_definition": "Hot flashes or night sweats",
      "severity_threshold": "Frequent: symptoms on at least 6 days in the previous 2 weeks",
      "recall_window": "Previous 2 weeks at approximately annual visits",
      "study_design": "Longitudinal observational cohort with time-to-event analysis",
      "data_collection_period": "February 1996 through April 2013",
      "publication_year": "2015",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal vasomotor symptoms over the menopause transition",
      "source_organization": "JAMA Internal Medicine / SWAN",
      "source_url": "https://doi.org/10.1001/jamainternmed.2014.8063",
      "doi_or_reference_id": "doi:10.1001/jamainternmed.2014.8063; PMID:25686030",
      "safe_wording": "The study reported a median of 7.4 years for this defined frequent-VMS group.",
      "not_safe_to_say": "Every woman has symptoms for 7.4 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Median in a selected frequent-VMS cohort; combined VMS, not hot flashes alone.",
      "funding_conflict_note": "NIH-supported SWAN research; the article reports no other disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-046",
      "topic": "Median post-FMP persistence of frequent VMS",
      "estimate": "4.5",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "881",
      "population": "SWAN women who reported frequent VMS at one or more annual visits",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Postmenopause",
      "symptom_definition": "Hot flashes or night sweats",
      "severity_threshold": "Frequent: symptoms on at least 6 days in the previous 2 weeks",
      "recall_window": "Previous 2 weeks at approximately annual visits",
      "study_design": "Longitudinal observational cohort with time-to-event analysis",
      "data_collection_period": "February 1996 through April 2013",
      "publication_year": "2015",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal vasomotor symptoms over the menopause transition",
      "source_organization": "JAMA Internal Medicine / SWAN",
      "source_url": "https://doi.org/10.1001/jamainternmed.2014.8063",
      "doi_or_reference_id": "doi:10.1001/jamainternmed.2014.8063; PMID:25686030",
      "safe_wording": "The study reported a median of 4.5 years for this defined frequent-VMS group.",
      "not_safe_to_say": "Every woman has symptoms for 4.5 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Median in a selected frequent-VMS cohort; combined VMS, not hot flashes alone.",
      "funding_conflict_note": "NIH-supported SWAN research; the article reports no other disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-047",
      "topic": "Median total duration with premenopausal or early-perimenopausal onset",
      "estimate": ">11.8",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,449 subgroup",
      "population": "SWAN women who reported frequent VMS at one or more annual visits",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Early onset",
      "symptom_definition": "Hot flashes or night sweats",
      "severity_threshold": "Frequent: symptoms on at least 6 days in the previous 2 weeks",
      "recall_window": "Previous 2 weeks at approximately annual visits",
      "study_design": "Longitudinal observational cohort with time-to-event analysis",
      "data_collection_period": "February 1996 through April 2013",
      "publication_year": "2015",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal vasomotor symptoms over the menopause transition",
      "source_organization": "JAMA Internal Medicine / SWAN",
      "source_url": "https://doi.org/10.1001/jamainternmed.2014.8063",
      "doi_or_reference_id": "doi:10.1001/jamainternmed.2014.8063; PMID:25686030",
      "safe_wording": "The study reported a median of >11.8 years for this defined frequent-VMS group.",
      "not_safe_to_say": "Every woman has symptoms for >11.8 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Median in a selected frequent-VMS cohort; combined VMS, not hot flashes alone.",
      "funding_conflict_note": "NIH-supported SWAN research; the article reports no other disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-048",
      "topic": "Median post-FMP persistence with early onset",
      "estimate": "9.4",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "881 subgroup",
      "population": "SWAN women who reported frequent VMS at one or more annual visits",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Early onset",
      "symptom_definition": "Hot flashes or night sweats",
      "severity_threshold": "Frequent: symptoms on at least 6 days in the previous 2 weeks",
      "recall_window": "Previous 2 weeks at approximately annual visits",
      "study_design": "Longitudinal observational cohort with time-to-event analysis",
      "data_collection_period": "February 1996 through April 2013",
      "publication_year": "2015",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal vasomotor symptoms over the menopause transition",
      "source_organization": "JAMA Internal Medicine / SWAN",
      "source_url": "https://doi.org/10.1001/jamainternmed.2014.8063",
      "doi_or_reference_id": "doi:10.1001/jamainternmed.2014.8063; PMID:25686030",
      "safe_wording": "The study reported a median of 9.4 years for this defined frequent-VMS group.",
      "not_safe_to_say": "Every woman has symptoms for 9.4 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Median in a selected frequent-VMS cohort; combined VMS, not hot flashes alone.",
      "funding_conflict_note": "NIH-supported SWAN research; the article reports no other disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-049",
      "topic": "Median total duration with postmenopausal onset",
      "estimate": "3.4",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,449 subgroup",
      "population": "SWAN women who reported frequent VMS at one or more annual visits",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Postmenopausal onset",
      "symptom_definition": "Hot flashes or night sweats",
      "severity_threshold": "Frequent: symptoms on at least 6 days in the previous 2 weeks",
      "recall_window": "Previous 2 weeks at approximately annual visits",
      "study_design": "Longitudinal observational cohort with time-to-event analysis",
      "data_collection_period": "February 1996 through April 2013",
      "publication_year": "2015",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal vasomotor symptoms over the menopause transition",
      "source_organization": "JAMA Internal Medicine / SWAN",
      "source_url": "https://doi.org/10.1001/jamainternmed.2014.8063",
      "doi_or_reference_id": "doi:10.1001/jamainternmed.2014.8063; PMID:25686030",
      "safe_wording": "The study reported a median of 3.4 years for this defined frequent-VMS group.",
      "not_safe_to_say": "Every woman has symptoms for 3.4 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Median in a selected frequent-VMS cohort; combined VMS, not hot flashes alone.",
      "funding_conflict_note": "NIH-supported SWAN research; the article reports no other disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-050",
      "topic": "Median duration of moderate-to-severe hot flushes",
      "estimate": "10.2",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "259 primary analysis",
      "population": "Penn Ovarian Aging Study participants with hot flushes",
      "geography": "United States",
      "menopause_stage": "All onset stages",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Repeated interviews at 9- to 12-month intervals",
      "study_design": "Longitudinal cohort with survival analysis",
      "data_collection_period": "13-year follow-up",
      "publication_year": "2011",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal hot flushes and associated risk factors",
      "source_organization": "Obstetrics & Gynecology / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/AOG.0b013e318214f0de",
      "doi_or_reference_id": "doi:10.1097/AOG.0b013e318214f0de; PMID:21508748",
      "safe_wording": "The Penn cohort reported a median of 10.2 years for this subgroup.",
      "not_safe_to_say": "10.2 years is the universal duration.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Survival-estimated median for moderate-to-severe hot flushes.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-051",
      "topic": "Median duration for onset near entry to transition",
      "estimate": ">11.57",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "259 primary analysis",
      "population": "Penn Ovarian Aging Study participants with hot flushes",
      "geography": "United States",
      "menopause_stage": "Near entry to transition",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Repeated interviews at 9- to 12-month intervals",
      "study_design": "Longitudinal cohort with survival analysis",
      "data_collection_period": "13-year follow-up",
      "publication_year": "2011",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal hot flushes and associated risk factors",
      "source_organization": "Obstetrics & Gynecology / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/AOG.0b013e318214f0de",
      "doi_or_reference_id": "doi:10.1097/AOG.0b013e318214f0de; PMID:21508748",
      "safe_wording": "The Penn cohort reported a median of >11.57 years for this subgroup.",
      "not_safe_to_say": ">11.57 years is the universal duration.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Survival-estimated median for moderate-to-severe hot flushes.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-052",
      "topic": "Median duration for early-transition onset",
      "estimate": "7.35",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "259 primary analysis",
      "population": "Penn Ovarian Aging Study participants with hot flushes",
      "geography": "United States",
      "menopause_stage": "Early transition",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Repeated interviews at 9- to 12-month intervals",
      "study_design": "Longitudinal cohort with survival analysis",
      "data_collection_period": "13-year follow-up",
      "publication_year": "2011",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal hot flushes and associated risk factors",
      "source_organization": "Obstetrics & Gynecology / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/AOG.0b013e318214f0de",
      "doi_or_reference_id": "doi:10.1097/AOG.0b013e318214f0de; PMID:21508748",
      "safe_wording": "The Penn cohort reported a median of 7.35 years for this subgroup.",
      "not_safe_to_say": "7.35 years is the universal duration.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Survival-estimated median for moderate-to-severe hot flushes.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-053",
      "topic": "Median duration for late-transition or postmenopausal onset",
      "estimate": "3.84",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "259 primary analysis",
      "population": "Penn Ovarian Aging Study participants with hot flushes",
      "geography": "United States",
      "menopause_stage": "Late transition or postmenopause",
      "symptom_definition": "Hot flushes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Repeated interviews at 9- to 12-month intervals",
      "study_design": "Longitudinal cohort with survival analysis",
      "data_collection_period": "13-year follow-up",
      "publication_year": "2011",
      "evidence_class": "Symptomatic-cohort duration estimate",
      "source_title": "Duration of menopausal hot flushes and associated risk factors",
      "source_organization": "Obstetrics & Gynecology / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/AOG.0b013e318214f0de",
      "doi_or_reference_id": "doi:10.1097/AOG.0b013e318214f0de; PMID:21508748",
      "safe_wording": "The Penn cohort reported a median of 3.84 years for this subgroup.",
      "not_safe_to_say": "3.84 years is the universal duration.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Survival-estimated median for moderate-to-severe hot flushes.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-054",
      "topic": "Mean duration of moderate/severe hot flashes after FMP",
      "estimate": "4.6",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "255",
      "population": "Penn Ovarian Aging Study women premenopausal at baseline who reached natural menopause",
      "geography": "United States",
      "menopause_stage": "Postmenopause",
      "symptom_definition": "Hot flashes after the final menstrual period",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Annual assessments",
      "study_design": "Longitudinal cohort",
      "data_collection_period": "Up to 16 years of follow-up",
      "publication_year": "2014",
      "evidence_class": "Post-FMP duration estimate",
      "source_title": "Risk of long-term hot flashes after natural menopause: evidence from the Penn Ovarian Aging Study cohort",
      "source_organization": "Menopause / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/GME.0000000000000196",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000196; PMID:24473530",
      "safe_wording": "Mean post-FMP duration was 4.6 years for moderate/severe hot flashes.",
      "not_safe_to_say": "The median total duration was 4.6 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Mean duration after the FMP; not a median total duration from onset.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-055",
      "topic": "Mean duration of any hot flashes after FMP",
      "estimate": "4.9",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "255",
      "population": "Penn Ovarian Aging Study women premenopausal at baseline who reached natural menopause",
      "geography": "United States",
      "menopause_stage": "Postmenopause",
      "symptom_definition": "Hot flashes after the final menstrual period",
      "severity_threshold": "Any",
      "recall_window": "Annual assessments",
      "study_design": "Longitudinal cohort",
      "data_collection_period": "Up to 16 years of follow-up",
      "publication_year": "2014",
      "evidence_class": "Post-FMP duration estimate",
      "source_title": "Risk of long-term hot flashes after natural menopause: evidence from the Penn Ovarian Aging Study cohort",
      "source_organization": "Menopause / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/GME.0000000000000196",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000196; PMID:24473530",
      "safe_wording": "Mean post-FMP duration was 4.9 years for any hot flashes.",
      "not_safe_to_say": "Every hot flash lasts 4.9 years.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Mean duration after the FMP; not a median total duration from onset.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-056",
      "topic": "Peak prevalence of moderate/severe hot flashes in first 2 years after FMP",
      "estimate": "46",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "255",
      "population": "Penn Ovarian Aging Study women premenopausal at baseline who reached natural menopause",
      "geography": "United States",
      "menopause_stage": "First 2 years after FMP",
      "symptom_definition": "Hot flashes after the final menstrual period",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Annual assessments",
      "study_design": "Longitudinal cohort",
      "data_collection_period": "Up to 16 years of follow-up",
      "publication_year": "2014",
      "evidence_class": "Post-FMP duration estimate",
      "source_title": "Risk of long-term hot flashes after natural menopause: evidence from the Penn Ovarian Aging Study cohort",
      "source_organization": "Menopause / Penn Ovarian Aging Study",
      "source_url": "https://doi.org/10.1097/GME.0000000000000196",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000196; PMID:24473530",
      "safe_wording": "Moderate/severe hot-flash prevalence peaked at 46% in the first two years after the FMP in this cohort.",
      "not_safe_to_say": "46% is a universal postmenopausal rate.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Mean duration after the FMP; not a median total duration from onset.",
      "funding_conflict_note": "Population-based longitudinal cohort; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-057",
      "topic": "Mean duration among women reporting hot flashes had ended",
      "estimate": "2.5",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "238 ended-symptom participants",
      "population": "Midlife Women’s Health Study participants reporting hot flashes",
      "geography": "Baltimore region, United States",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flashes",
      "severity_threshold": "Any",
      "recall_window": "Annual follow-up plus recalled age at onset",
      "study_design": "Longitudinal cohort with descriptive and censored duration analyses",
      "data_collection_period": "Participants followed 1–7 years",
      "publication_year": "2016",
      "evidence_class": "Observed-duration estimate",
      "source_title": "Risk Factors for Extended Duration and Timing of Peak Severity of Hot Flashes",
      "source_organization": "PLOS ONE / Midlife Women’s Health Study",
      "source_url": "https://doi.org/10.1371/journal.pone.0155079",
      "doi_or_reference_id": "doi:10.1371/journal.pone.0155079; PMID:27149066",
      "safe_wording": "Among women who reported an end, the mean duration was 2.5 years.",
      "not_safe_to_say": "The median hot-flash duration was 2.5 years.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Ended-symptom subgroup and all-participant summaries have different selection and censoring.",
      "funding_conflict_note": "Funded by the U.S. National Institute on Aging; authors declared no competing interests.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-058",
      "topic": "Median duration among women reporting hot flashes had ended",
      "estimate": "1.0",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "238 ended-symptom participants",
      "population": "Midlife Women’s Health Study participants reporting hot flashes",
      "geography": "Baltimore region, United States",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flashes",
      "severity_threshold": "Any",
      "recall_window": "Annual follow-up plus recalled age at onset",
      "study_design": "Longitudinal cohort with descriptive and censored duration analyses",
      "data_collection_period": "Participants followed 1–7 years",
      "publication_year": "2016",
      "evidence_class": "Observed-duration estimate",
      "source_title": "Risk Factors for Extended Duration and Timing of Peak Severity of Hot Flashes",
      "source_organization": "PLOS ONE / Midlife Women’s Health Study",
      "source_url": "https://doi.org/10.1371/journal.pone.0155079",
      "doi_or_reference_id": "doi:10.1371/journal.pone.0155079; PMID:27149066",
      "safe_wording": "Among women who reported an end, the median duration was 1 year.",
      "not_safe_to_say": "The general-population median is 1 year.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Ended-symptom subgroup and all-participant summaries have different selection and censoring.",
      "funding_conflict_note": "Funded by the U.S. National Institute on Aging; authors declared no competing interests.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-059",
      "topic": "Mean observed duration among all women experiencing hot flashes",
      "estimate": "6.0",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "All included women with current or ended hot flashes",
      "population": "Midlife Women’s Health Study participants reporting hot flashes",
      "geography": "Baltimore region, United States",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flashes",
      "severity_threshold": "Any",
      "recall_window": "Annual follow-up plus recalled age at onset",
      "study_design": "Longitudinal cohort with descriptive and censored duration analyses",
      "data_collection_period": "Participants followed 1–7 years",
      "publication_year": "2016",
      "evidence_class": "Observed-duration estimate",
      "source_title": "Risk Factors for Extended Duration and Timing of Peak Severity of Hot Flashes",
      "source_organization": "PLOS ONE / Midlife Women’s Health Study",
      "source_url": "https://doi.org/10.1371/journal.pone.0155079",
      "doi_or_reference_id": "doi:10.1371/journal.pone.0155079; PMID:27149066",
      "safe_wording": "The observed mean at analysis was 6 years when ongoing symptoms were included.",
      "not_safe_to_say": "The survival-estimated mean duration was 6 years.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Ended-symptom subgroup and all-participant summaries have different selection and censoring.",
      "funding_conflict_note": "Funded by the U.S. National Institute on Aging; authors declared no competing interests.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-060",
      "topic": "Median observed duration among all women experiencing hot flashes",
      "estimate": "4.0",
      "unit": "years",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "All included women with current or ended hot flashes",
      "population": "Midlife Women’s Health Study participants reporting hot flashes",
      "geography": "Baltimore region, United States",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flashes",
      "severity_threshold": "Any",
      "recall_window": "Annual follow-up plus recalled age at onset",
      "study_design": "Longitudinal cohort with descriptive and censored duration analyses",
      "data_collection_period": "Participants followed 1–7 years",
      "publication_year": "2016",
      "evidence_class": "Observed-duration estimate",
      "source_title": "Risk Factors for Extended Duration and Timing of Peak Severity of Hot Flashes",
      "source_organization": "PLOS ONE / Midlife Women’s Health Study",
      "source_url": "https://doi.org/10.1371/journal.pone.0155079",
      "doi_or_reference_id": "doi:10.1371/journal.pone.0155079; PMID:27149066",
      "safe_wording": "The observed median at analysis was 4 years when ongoing symptoms were included.",
      "not_safe_to_say": "Every cohort has a four-year median.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Ended-symptom subgroup and all-participant summaries have different selection and censoring.",
      "funding_conflict_note": "Funded by the U.S. National Institute on Aging; authors declared no competing interests.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-061",
      "topic": "Persistently low VMS trajectory",
      "estimate": "27.0",
      "unit": "percent of analytic sample",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,455 women; 17,814 observations",
      "population": "SWAN women with nonsurgical menopause and observable final menstrual period",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Persistently low",
      "symptom_definition": "Any hot flashes or night sweats in the prior 2 weeks",
      "severity_threshold": "Any VMS",
      "recall_window": "Prior 2 weeks at repeated visits",
      "study_design": "Longitudinal cohort with group-based trajectory modeling",
      "data_collection_period": "Median follow-up 15.4 years",
      "publication_year": "2016",
      "evidence_class": "Model-derived trajectory share",
      "source_title": "Characterizing the trajectories of vasomotor symptoms across the menopausal transition",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000000676",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000676; PMID:27404029",
      "safe_wording": "The trajectory model assigned 27.0% of the analytic sample to this class.",
      "not_safe_to_say": "27.0% is the prevalence of ever having hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Model-estimated class share; not direct population prevalence.",
      "funding_conflict_note": "NIH-supported SWAN research; author disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-062",
      "topic": "Early-onset, declining VMS trajectory",
      "estimate": "18.4",
      "unit": "percent of analytic sample",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,455 women; 17,814 observations",
      "population": "SWAN women with nonsurgical menopause and observable final menstrual period",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Early onset",
      "symptom_definition": "Any hot flashes or night sweats in the prior 2 weeks",
      "severity_threshold": "Any VMS",
      "recall_window": "Prior 2 weeks at repeated visits",
      "study_design": "Longitudinal cohort with group-based trajectory modeling",
      "data_collection_period": "Median follow-up 15.4 years",
      "publication_year": "2016",
      "evidence_class": "Model-derived trajectory share",
      "source_title": "Characterizing the trajectories of vasomotor symptoms across the menopausal transition",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000000676",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000676; PMID:27404029",
      "safe_wording": "The trajectory model assigned 18.4% of the analytic sample to this class.",
      "not_safe_to_say": "18.4% is the prevalence of ever having hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Model-estimated class share; not direct population prevalence.",
      "funding_conflict_note": "NIH-supported SWAN research; author disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-063",
      "topic": "Late-onset VMS trajectory",
      "estimate": "29.0",
      "unit": "percent of analytic sample",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,455 women; 17,814 observations",
      "population": "SWAN women with nonsurgical menopause and observable final menstrual period",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Late onset",
      "symptom_definition": "Any hot flashes or night sweats in the prior 2 weeks",
      "severity_threshold": "Any VMS",
      "recall_window": "Prior 2 weeks at repeated visits",
      "study_design": "Longitudinal cohort with group-based trajectory modeling",
      "data_collection_period": "Median follow-up 15.4 years",
      "publication_year": "2016",
      "evidence_class": "Model-derived trajectory share",
      "source_title": "Characterizing the trajectories of vasomotor symptoms across the menopausal transition",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000000676",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000676; PMID:27404029",
      "safe_wording": "The trajectory model assigned 29.0% of the analytic sample to this class.",
      "not_safe_to_say": "29.0% is the prevalence of ever having hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Model-estimated class share; not direct population prevalence.",
      "funding_conflict_note": "NIH-supported SWAN research; author disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-064",
      "topic": "Early-onset, persistently high VMS trajectory",
      "estimate": "25.6",
      "unit": "percent of analytic sample",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,455 women; 17,814 observations",
      "population": "SWAN women with nonsurgical menopause and observable final menstrual period",
      "geography": "Seven U.S. SWAN sites",
      "menopause_stage": "Persistently high",
      "symptom_definition": "Any hot flashes or night sweats in the prior 2 weeks",
      "severity_threshold": "Any VMS",
      "recall_window": "Prior 2 weeks at repeated visits",
      "study_design": "Longitudinal cohort with group-based trajectory modeling",
      "data_collection_period": "Median follow-up 15.4 years",
      "publication_year": "2016",
      "evidence_class": "Model-derived trajectory share",
      "source_title": "Characterizing the trajectories of vasomotor symptoms across the menopausal transition",
      "source_organization": "Menopause / SWAN",
      "source_url": "https://doi.org/10.1097/GME.0000000000000676",
      "doi_or_reference_id": "doi:10.1097/GME.0000000000000676; PMID:27404029",
      "safe_wording": "The trajectory model assigned 25.6% of the analytic sample to this class.",
      "not_safe_to_say": "25.6% is the prevalence of ever having hot flashes.",
      "comparability_flag": "compatible_within_source",
      "comparability_note": "Model-estimated class share; not direct population prevalence.",
      "funding_conflict_note": "NIH-supported SWAN research; author disclosures are listed in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-065",
      "topic": "Overall exploratory concordance",
      "estimate": "29",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Included studies in systematic review",
      "population": "Symptomatic perimenopausal and postmenopausal women in included studies",
      "geography": "Multiple study settings",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flushes/night sweats compared with sternal skin conductance",
      "severity_threshold": "Symptomatic participants",
      "recall_window": "Concurrent measurement",
      "study_design": "Systematic review and exploratory meta-analysis",
      "data_collection_period": "Search through December 2009",
      "publication_year": "2011",
      "evidence_class": "Measurement-concordance synthesis",
      "source_title": "Concordance between self-reported and sternal skin conductance measures of hot flushes in symptomatic perimenopausal and postmenopausal women: a systematic review",
      "source_organization": "Menopause",
      "source_url": "https://doi.org/10.1097/gme.0b013e318204a1fb",
      "doi_or_reference_id": "doi:10.1097/gme.0b013e318204a1fb; PMID:21326119",
      "safe_wording": "The review reported 29% for this measurement comparison.",
      "not_safe_to_say": "29% is a universal measurement error rate.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Study-to-study variability was too broad to define one typical overall concordance rate.",
      "funding_conflict_note": "Research Support, Non-U.S. Government; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-066",
      "topic": "Ambulatory concordance",
      "estimate": "29",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Included studies in systematic review",
      "population": "Symptomatic perimenopausal and postmenopausal women in included studies",
      "geography": "Multiple study settings",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flushes/night sweats compared with sternal skin conductance",
      "severity_threshold": "Symptomatic participants",
      "recall_window": "Concurrent measurement",
      "study_design": "Systematic review and exploratory meta-analysis",
      "data_collection_period": "Search through December 2009",
      "publication_year": "2011",
      "evidence_class": "Measurement-concordance synthesis",
      "source_title": "Concordance between self-reported and sternal skin conductance measures of hot flushes in symptomatic perimenopausal and postmenopausal women: a systematic review",
      "source_organization": "Menopause",
      "source_url": "https://doi.org/10.1097/gme.0b013e318204a1fb",
      "doi_or_reference_id": "doi:10.1097/gme.0b013e318204a1fb; PMID:21326119",
      "safe_wording": "The review reported 29% for this measurement comparison.",
      "not_safe_to_say": "29% is a universal measurement error rate.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Study-to-study variability was too broad to define one typical overall concordance rate.",
      "funding_conflict_note": "Research Support, Non-U.S. Government; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-067",
      "topic": "Nonambulatory concordance",
      "estimate": "54",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Included studies in systematic review",
      "population": "Symptomatic perimenopausal and postmenopausal women in included studies",
      "geography": "Multiple study settings",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flushes/night sweats compared with sternal skin conductance",
      "severity_threshold": "Symptomatic participants",
      "recall_window": "Concurrent measurement",
      "study_design": "Systematic review and exploratory meta-analysis",
      "data_collection_period": "Search through December 2009",
      "publication_year": "2011",
      "evidence_class": "Measurement-concordance synthesis",
      "source_title": "Concordance between self-reported and sternal skin conductance measures of hot flushes in symptomatic perimenopausal and postmenopausal women: a systematic review",
      "source_organization": "Menopause",
      "source_url": "https://doi.org/10.1097/gme.0b013e318204a1fb",
      "doi_or_reference_id": "doi:10.1097/gme.0b013e318204a1fb; PMID:21326119",
      "safe_wording": "The review reported 54% for this measurement comparison.",
      "not_safe_to_say": "54% is a universal measurement error rate.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Study-to-study variability was too broad to define one typical overall concordance rate.",
      "funding_conflict_note": "Research Support, Non-U.S. Government; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-068",
      "topic": "Night sweats under-reported",
      "estimate": "46",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Included studies in systematic review",
      "population": "Symptomatic perimenopausal and postmenopausal women in included studies",
      "geography": "Multiple study settings",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flushes/night sweats compared with sternal skin conductance",
      "severity_threshold": "Symptomatic participants",
      "recall_window": "Concurrent measurement",
      "study_design": "Systematic review and exploratory meta-analysis",
      "data_collection_period": "Search through December 2009",
      "publication_year": "2011",
      "evidence_class": "Measurement-concordance synthesis",
      "source_title": "Concordance between self-reported and sternal skin conductance measures of hot flushes in symptomatic perimenopausal and postmenopausal women: a systematic review",
      "source_organization": "Menopause",
      "source_url": "https://doi.org/10.1097/gme.0b013e318204a1fb",
      "doi_or_reference_id": "doi:10.1097/gme.0b013e318204a1fb; PMID:21326119",
      "safe_wording": "The review reported 46% for this measurement comparison.",
      "not_safe_to_say": "46% is a universal measurement error rate.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Study-to-study variability was too broad to define one typical overall concordance rate.",
      "funding_conflict_note": "Research Support, Non-U.S. Government; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-069",
      "topic": "Night sweats over-reported",
      "estimate": "22",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Included studies in systematic review",
      "population": "Symptomatic perimenopausal and postmenopausal women in included studies",
      "geography": "Multiple study settings",
      "menopause_stage": "",
      "symptom_definition": "Self-reported hot flushes/night sweats compared with sternal skin conductance",
      "severity_threshold": "Symptomatic participants",
      "recall_window": "Concurrent measurement",
      "study_design": "Systematic review and exploratory meta-analysis",
      "data_collection_period": "Search through December 2009",
      "publication_year": "2011",
      "evidence_class": "Measurement-concordance synthesis",
      "source_title": "Concordance between self-reported and sternal skin conductance measures of hot flushes in symptomatic perimenopausal and postmenopausal women: a systematic review",
      "source_organization": "Menopause",
      "source_url": "https://doi.org/10.1097/gme.0b013e318204a1fb",
      "doi_or_reference_id": "doi:10.1097/gme.0b013e318204a1fb; PMID:21326119",
      "safe_wording": "The review reported 22% for this measurement comparison.",
      "not_safe_to_say": "22% is a universal measurement error rate.",
      "comparability_flag": "conditionally_comparable",
      "comparability_note": "Study-to-study variability was too broad to define one typical overall concordance rate.",
      "funding_conflict_note": "Research Support, Non-U.S. Government; source disclosures are recorded in the article.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-070",
      "topic": "VMS prevalence in Spanish menopause-app sample",
      "estimate": "77.4",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "11,378 included from 13,956 registrants",
      "population": "Perimenopausal and postmenopausal Spanish users registered with the Mi Menopausia app",
      "geography": "Spain",
      "menopause_stage": "",
      "symptom_definition": "Vasomotor symptoms",
      "severity_threshold": "Any VMS",
      "recall_window": "App questionnaire",
      "study_design": "Cross-sectional convenience sample",
      "data_collection_period": "June 2021 through November 2025",
      "publication_year": "2026",
      "evidence_class": "Selected-sample estimate",
      "source_title": "Prevalence of vasomotor symptoms and the associated risk factors: the Mi Menopausia app study",
      "source_organization": "Maturitas",
      "source_url": "https://doi.org/10.1016/j.maturitas.2026.108958",
      "doi_or_reference_id": "doi:10.1016/j.maturitas.2026.108958; PMID:42066667",
      "safe_wording": "77.4% of this menopause-app convenience sample reported VMS.",
      "not_safe_to_say": "77.4% is Spain’s national prevalence.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Symptom-focused app users are vulnerable to strong selection bias.",
      "funding_conflict_note": "Cross-sectional convenience sample; the PubMed record includes a competing-interest declaration.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-071",
      "topic": "Moderate-to-severe VMS in Spanish menopause-app sample",
      "estimate": "63.9",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "11,378",
      "population": "Perimenopausal and postmenopausal Spanish users registered with the Mi Menopausia app",
      "geography": "Spain",
      "menopause_stage": "",
      "symptom_definition": "Vasomotor symptoms",
      "severity_threshold": "At least 7 hot flashes/day with sweating or intensity at least 3 of 5",
      "recall_window": "App questionnaire",
      "study_design": "Cross-sectional convenience sample",
      "data_collection_period": "June 2021 through November 2025",
      "publication_year": "2026",
      "evidence_class": "Selected-sample estimate",
      "source_title": "Prevalence of vasomotor symptoms and the associated risk factors: the Mi Menopausia app study",
      "source_organization": "Maturitas",
      "source_url": "https://doi.org/10.1016/j.maturitas.2026.108958",
      "doi_or_reference_id": "doi:10.1016/j.maturitas.2026.108958; PMID:42066667",
      "safe_wording": "63.9% of this app sample met the study’s moderate-to-severe VMS rule.",
      "not_safe_to_say": "63.9% of all peri- and postmenopausal women have severe symptoms.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Symptom-focused app users are vulnerable to strong selection bias.",
      "funding_conflict_note": "Cross-sectional convenience sample; the PubMed record includes a competing-interest declaration.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-072",
      "topic": "VEOZAH pivotal-trial entry threshold",
      "estimate": "7",
      "unit": "moderate-to-severe VMS per day",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "1,022 randomized",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Minimum average 7/day",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2024",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5497306",
      "safe_wording": "VEOZAH pivotal trials enrolled women with a minimum average of 7 moderate-to-severe VMS per day.",
      "not_safe_to_say": "Seven per day defines severe symptoms for every study.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-073",
      "topic": "VEOZAH program baseline frequency: Trial 1 VEOZAH",
      "estimate": "10.4",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2024",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5497306",
      "safe_wording": "The printed baseline mean for Trial 1 VEOZAH was 10.4.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-074",
      "topic": "VEOZAH program baseline frequency: Trial 1 placebo",
      "estimate": "10.5",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2024",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5497306",
      "safe_wording": "The printed baseline mean for Trial 1 placebo was 10.5.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-075",
      "topic": "VEOZAH program baseline frequency: Trial 2 VEOZAH",
      "estimate": "11.8",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2024",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5497306",
      "safe_wording": "The printed baseline mean for Trial 2 VEOZAH was 11.8.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-076",
      "topic": "VEOZAH program baseline frequency: Trial 2 placebo",
      "estimate": "11.6",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2024",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5497306",
      "safe_wording": "The printed baseline mean for Trial 2 placebo was 11.6.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-077",
      "topic": "VEOZAH label clinically meaningful reduction language",
      "estimate": "2",
      "unit": "fewer hot flashes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Pivotal trials",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2024",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "VEOZAH (fezolinetant) prescribing information, Reference ID 5497306",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/216578s004lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5497306",
      "safe_wording": "The label describes a reduction of at least 2 hot flashes over 24 hours as clinically meaningful in the pivotal program.",
      "not_safe_to_say": "Two fewer per day is the universal clinical threshold.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-078",
      "topic": "LYNKUET pivotal-trial entry threshold",
      "estimate": "50",
      "unit": "moderate-to-severe hot flashes per week",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "796 randomized",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "At least 50/week including nighttime",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5683116",
      "safe_wording": "OASIS 1 and 2 enrolled women with at least 50 moderate-to-severe hot flashes per week.",
      "not_safe_to_say": "This is identical to every moderate-to-severe VMS definition.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-079",
      "topic": "LYNKUET program baseline frequency: OASIS 1 LYNKUET",
      "estimate": "13.38",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5683116",
      "safe_wording": "The printed baseline mean for OASIS 1 LYNKUET was 13.38.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-080",
      "topic": "LYNKUET program baseline frequency: OASIS 1 placebo",
      "estimate": "14.26",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5683116",
      "safe_wording": "The printed baseline mean for OASIS 1 placebo was 14.26.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-081",
      "topic": "LYNKUET program baseline frequency: OASIS 2 LYNKUET",
      "estimate": "14.66",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5683116",
      "safe_wording": "The printed baseline mean for OASIS 2 LYNKUET was 14.66.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-082",
      "topic": "LYNKUET program baseline frequency: OASIS 2 placebo",
      "estimate": "16.16",
      "unit": "mean episodes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Arm-specific label table",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5683116",
      "safe_wording": "The printed baseline mean for OASIS 2 placebo was 16.16.",
      "not_safe_to_say": "This baseline is a treatment effect.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-083",
      "topic": "LYNKUET label clinically meaningful reduction language",
      "estimate": "2",
      "unit": "fewer hot flashes per 24 hours",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Pivotal trials",
      "population": "Postmenopausal women enrolled in pivotal trials",
      "geography": "Multicenter trials",
      "menopause_stage": "",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms/hot flashes",
      "severity_threshold": "Moderate to severe",
      "recall_window": "Daily Hot Flash Diary / 24-hour frequency",
      "study_design": "Randomized, double-blind, placebo-controlled pivotal trials reported in FDA labels",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory trial-population benchmark",
      "source_title": "LYNKUET (elinzanetant) prescribing information, Reference ID 5683116",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/219469s000lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5683116",
      "safe_wording": "The label describes a reduction of at least 2 hot flashes over 24 hours as clinically meaningful in the pivotal program.",
      "not_safe_to_say": "Two fewer per day is the universal clinical threshold.",
      "comparability_flag": "not_directly_comparable",
      "comparability_note": "Cross-program baseline comparisons are descriptive and not comparative efficacy analyses.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-084",
      "topic": "BRISDELLE FDA indication",
      "estimate": "FDA-approved",
      "unit": "status",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "People with moderate-to-severe menopausal VMS for whom the product is prescribed",
      "geography": "United States",
      "menopause_stage": "Menopause",
      "symptom_definition": "Moderate-to-severe vasomotor symptoms",
      "severity_threshold": "Moderate to severe",
      "recall_window": "",
      "study_design": "Current FDA prescribing information",
      "data_collection_period": "",
      "publication_year": "2025",
      "evidence_class": "Regulatory status",
      "source_title": "BRISDELLE (paroxetine) prescribing information, Reference ID 5528764",
      "source_organization": "U.S. Food and Drug Administration",
      "source_url": "https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/204516s009s014lbl.pdf",
      "doi_or_reference_id": "FDA Reference ID:5528764",
      "safe_wording": "BRISDELLE is FDA-indicated for moderate-to-severe vasomotor symptoms associated with menopause.",
      "not_safe_to_say": "Only two nonhormonal drugs are FDA-approved for this indication.",
      "comparability_flag": "context_only",
      "comparability_note": "Regulatory-status row, not a prevalence statistic.",
      "funding_conflict_note": "Regulatory prescribing information submitted by the manufacturer and approved by FDA.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-085",
      "topic": "Bothersome hot flashes before ADT",
      "estimate": "2",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "122 men",
      "population": "Men with localized prostate cancer receiving short-course neoadjuvant ADT and SBRT",
      "geography": "United States",
      "menopause_stage": "Baseline",
      "symptom_definition": "Bothersome hot flashes rated moderate to big problem",
      "severity_threshold": "Moderate to big problem",
      "recall_window": "Repeated EPIC-26 assessments",
      "study_design": "Retrospective review of prospectively collected data",
      "data_collection_period": "Patients treated 2007–2010",
      "publication_year": "2024",
      "evidence_class": "Treatment-specific cohort estimate",
      "source_title": "Bothersome Hot Flashes Following Neoadjuvant Androgen Deprivation Therapy and Stereotactic Body Radiotherapy for Localized Prostate Cancer",
      "source_organization": "Cureus",
      "source_url": "https://doi.org/10.7759/cureus.55729",
      "doi_or_reference_id": "doi:10.7759/cureus.55729; PMID:38586683",
      "safe_wording": "The cohort reported 2% for this treatment-timeline measure.",
      "not_safe_to_say": "2% is a general male hot-flash prevalence rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Cancer-treatment cohort; not comparable with natural-menopause prevalence.",
      "funding_conflict_note": "Retrospective review of prospectively collected data; source lists author financial relationships.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-086",
      "topic": "Bothersome hot flashes at start of SBRT",
      "estimate": "45",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "122 men",
      "population": "Men with localized prostate cancer receiving short-course neoadjuvant ADT and SBRT",
      "geography": "United States",
      "menopause_stage": "Start of SBRT after neoadjuvant ADT",
      "symptom_definition": "Bothersome hot flashes rated moderate to big problem",
      "severity_threshold": "Moderate to big problem",
      "recall_window": "Repeated EPIC-26 assessments",
      "study_design": "Retrospective review of prospectively collected data",
      "data_collection_period": "Patients treated 2007–2010",
      "publication_year": "2024",
      "evidence_class": "Treatment-specific cohort estimate",
      "source_title": "Bothersome Hot Flashes Following Neoadjuvant Androgen Deprivation Therapy and Stereotactic Body Radiotherapy for Localized Prostate Cancer",
      "source_organization": "Cureus",
      "source_url": "https://doi.org/10.7759/cureus.55729",
      "doi_or_reference_id": "doi:10.7759/cureus.55729; PMID:38586683",
      "safe_wording": "The cohort reported 45% for this treatment-timeline measure.",
      "not_safe_to_say": "45% is a general male hot-flash prevalence rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Cancer-treatment cohort; not comparable with natural-menopause prevalence.",
      "funding_conflict_note": "Retrospective review of prospectively collected data; source lists author financial relationships.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-087",
      "topic": "Bothersome hot flashes nine months after SBRT",
      "estimate": "2",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "122 men",
      "population": "Men with localized prostate cancer receiving short-course neoadjuvant ADT and SBRT",
      "geography": "United States",
      "menopause_stage": "Nine months after SBRT",
      "symptom_definition": "Bothersome hot flashes rated moderate to big problem",
      "severity_threshold": "Moderate to big problem",
      "recall_window": "Repeated EPIC-26 assessments",
      "study_design": "Retrospective review of prospectively collected data",
      "data_collection_period": "Patients treated 2007–2010",
      "publication_year": "2024",
      "evidence_class": "Treatment-specific cohort estimate",
      "source_title": "Bothersome Hot Flashes Following Neoadjuvant Androgen Deprivation Therapy and Stereotactic Body Radiotherapy for Localized Prostate Cancer",
      "source_organization": "Cureus",
      "source_url": "https://doi.org/10.7759/cureus.55729",
      "doi_or_reference_id": "doi:10.7759/cureus.55729; PMID:38586683",
      "safe_wording": "The cohort reported 2% for this treatment-timeline measure.",
      "not_safe_to_say": "2% is a general male hot-flash prevalence rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Cancer-treatment cohort; not comparable with natural-menopause prevalence.",
      "funding_conflict_note": "Retrospective review of prospectively collected data; source lists author financial relationships.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-088",
      "topic": "Cumulative incidence of bothersome hot flashes",
      "estimate": "52.4",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "122 men",
      "population": "Men with localized prostate cancer receiving short-course neoadjuvant ADT and SBRT",
      "geography": "United States",
      "menopause_stage": "Across observed treatment timeline",
      "symptom_definition": "Bothersome hot flashes rated moderate to big problem",
      "severity_threshold": "Moderate to big problem",
      "recall_window": "Repeated EPIC-26 assessments",
      "study_design": "Retrospective review of prospectively collected data",
      "data_collection_period": "Patients treated 2007–2010",
      "publication_year": "2024",
      "evidence_class": "Treatment-specific cohort estimate",
      "source_title": "Bothersome Hot Flashes Following Neoadjuvant Androgen Deprivation Therapy and Stereotactic Body Radiotherapy for Localized Prostate Cancer",
      "source_organization": "Cureus",
      "source_url": "https://doi.org/10.7759/cureus.55729",
      "doi_or_reference_id": "doi:10.7759/cureus.55729; PMID:38586683",
      "safe_wording": "The cohort reported 52.4% for this treatment-timeline measure.",
      "not_safe_to_say": "52.4% is a general male hot-flash prevalence rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Cancer-treatment cohort; not comparable with natural-menopause prevalence.",
      "funding_conflict_note": "Retrospective review of prospectively collected data; source lists author financial relationships.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-089",
      "topic": "No VMS toxicity in ADT cohort",
      "estimate": "20.0",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "250 men",
      "population": "Men with prostate cancer actively receiving ADT",
      "geography": "United Kingdom",
      "menopause_stage": "",
      "symptom_definition": "Vasomotor-symptom toxicity including sweats and hot flashes",
      "severity_threshold": "None",
      "recall_window": "Physician-directed questionnaire at assessment",
      "study_design": "Prospective single-institution study",
      "data_collection_period": "January 2010 through August 2013",
      "publication_year": "2018",
      "evidence_class": "Treatment-specific severity distribution",
      "source_title": "Evaluating the prevalence and predictive factors of vasomotor and psychological symptoms in prostate cancer patients receiving hormonal therapy",
      "source_organization": "Clinical and Translational Radiation Oncology",
      "source_url": "https://doi.org/10.1016/j.ctro.2018.03.002",
      "doi_or_reference_id": "doi:10.1016/j.ctro.2018.03.002; PMID:29928703",
      "safe_wording": "20.0% of this ADT cohort was classified in the none category.",
      "not_safe_to_say": "20.0% is a natural-menopause hot-flash rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Severity categories describe the study’s ADT population and combined VMS toxicity.",
      "funding_conflict_note": "Prospective single-institution study; open-access article reports its disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-090",
      "topic": "Mild-to-moderate VMS toxicity in ADT cohort",
      "estimate": "68.4",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "250 men",
      "population": "Men with prostate cancer actively receiving ADT",
      "geography": "United Kingdom",
      "menopause_stage": "",
      "symptom_definition": "Vasomotor-symptom toxicity including sweats and hot flashes",
      "severity_threshold": "Mild to moderate",
      "recall_window": "Physician-directed questionnaire at assessment",
      "study_design": "Prospective single-institution study",
      "data_collection_period": "January 2010 through August 2013",
      "publication_year": "2018",
      "evidence_class": "Treatment-specific severity distribution",
      "source_title": "Evaluating the prevalence and predictive factors of vasomotor and psychological symptoms in prostate cancer patients receiving hormonal therapy",
      "source_organization": "Clinical and Translational Radiation Oncology",
      "source_url": "https://doi.org/10.1016/j.ctro.2018.03.002",
      "doi_or_reference_id": "doi:10.1016/j.ctro.2018.03.002; PMID:29928703",
      "safe_wording": "68.4% of this ADT cohort was classified in the mild to moderate category.",
      "not_safe_to_say": "68.4% is a natural-menopause hot-flash rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Severity categories describe the study’s ADT population and combined VMS toxicity.",
      "funding_conflict_note": "Prospective single-institution study; open-access article reports its disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-091",
      "topic": "Severe VMS toxicity in ADT cohort",
      "estimate": "11.6",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "250 men",
      "population": "Men with prostate cancer actively receiving ADT",
      "geography": "United Kingdom",
      "menopause_stage": "",
      "symptom_definition": "Vasomotor-symptom toxicity including sweats and hot flashes",
      "severity_threshold": "Severe",
      "recall_window": "Physician-directed questionnaire at assessment",
      "study_design": "Prospective single-institution study",
      "data_collection_period": "January 2010 through August 2013",
      "publication_year": "2018",
      "evidence_class": "Treatment-specific severity distribution",
      "source_title": "Evaluating the prevalence and predictive factors of vasomotor and psychological symptoms in prostate cancer patients receiving hormonal therapy",
      "source_organization": "Clinical and Translational Radiation Oncology",
      "source_url": "https://doi.org/10.1016/j.ctro.2018.03.002",
      "doi_or_reference_id": "doi:10.1016/j.ctro.2018.03.002; PMID:29928703",
      "safe_wording": "11.6% of this ADT cohort was classified in the severe category.",
      "not_safe_to_say": "11.6% is a natural-menopause hot-flash rate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Severity categories describe the study’s ADT population and combined VMS toxicity.",
      "funding_conflict_note": "Prospective single-institution study; open-access article reports its disclosures.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-092",
      "topic": "Observational-study VMS prevalence range in breast-cancer treatment review",
      "estimate": "32.5–82.9",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "37-study review; observational subset",
      "population": "Individuals with breast cancer receiving tamoxifen or aromatase inhibitors in included studies",
      "geography": "Multiple countries",
      "menopause_stage": "",
      "symptom_definition": "Treatment-induced vasomotor symptoms",
      "severity_threshold": "Varied",
      "recall_window": "Varied across studies",
      "study_design": "Systematic literature review",
      "data_collection_period": "Studies published January 2010 through January 2023",
      "publication_year": "2025",
      "evidence_class": "Treatment-specific literature synthesis",
      "source_title": "The Burden of Illness of Treatment-Induced Vasomotor Symptoms in Individuals with Breast Cancer: A Systematic Literature Review",
      "source_organization": "Journal of Clinical Medicine",
      "source_url": "https://doi.org/10.3390/jcm14082601",
      "doi_or_reference_id": "doi:10.3390/jcm14082601; PMID:40283431",
      "safe_wording": "Observational studies in the review reported prevalence from 32.5% to 82.9%.",
      "not_safe_to_say": "This range is one pooled prevalence estimate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Ranges combine different treatments, instruments, populations and study designs.",
      "funding_conflict_note": "Authors included Astellas Pharma employees and a contract research organization; commercial affiliations disclosed.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-093",
      "topic": "Interventional-study VMS incidence range in breast-cancer treatment review",
      "estimate": "2–60",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "37-study review; interventional subset",
      "population": "Individuals with breast cancer receiving tamoxifen or aromatase inhibitors in included studies",
      "geography": "Multiple countries",
      "menopause_stage": "",
      "symptom_definition": "Treatment-induced vasomotor symptoms",
      "severity_threshold": "Varied",
      "recall_window": "Varied across studies",
      "study_design": "Systematic literature review",
      "data_collection_period": "Studies published January 2010 through January 2023",
      "publication_year": "2025",
      "evidence_class": "Treatment-specific literature synthesis",
      "source_title": "The Burden of Illness of Treatment-Induced Vasomotor Symptoms in Individuals with Breast Cancer: A Systematic Literature Review",
      "source_organization": "Journal of Clinical Medicine",
      "source_url": "https://doi.org/10.3390/jcm14082601",
      "doi_or_reference_id": "doi:10.3390/jcm14082601; PMID:40283431",
      "safe_wording": "Interventional studies in the review reported incidence from 2% to 60%.",
      "not_safe_to_say": "This is one treatment effect estimate.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Ranges combine different treatments, instruments, populations and study designs.",
      "funding_conflict_note": "Authors included Astellas Pharma employees and a contract research organization; commercial affiliations disclosed.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-094",
      "topic": "Daily VMS episode range in breast-cancer treatment review",
      "estimate": "2–20",
      "unit": "episodes per day",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "Four included studies",
      "population": "Individuals with breast cancer receiving tamoxifen or aromatase inhibitors in included studies",
      "geography": "Multiple countries",
      "menopause_stage": "",
      "symptom_definition": "Treatment-induced vasomotor symptoms",
      "severity_threshold": "Varied",
      "recall_window": "Varied across studies",
      "study_design": "Systematic literature review",
      "data_collection_period": "Studies published January 2010 through January 2023",
      "publication_year": "2025",
      "evidence_class": "Treatment-specific literature synthesis",
      "source_title": "The Burden of Illness of Treatment-Induced Vasomotor Symptoms in Individuals with Breast Cancer: A Systematic Literature Review",
      "source_organization": "Journal of Clinical Medicine",
      "source_url": "https://doi.org/10.3390/jcm14082601",
      "doi_or_reference_id": "doi:10.3390/jcm14082601; PMID:40283431",
      "safe_wording": "Four studies reported 2 to 20 episodes per day.",
      "not_safe_to_say": "Every patient has 2 to 20 episodes daily.",
      "comparability_flag": "selected_sample_only",
      "comparability_note": "Ranges combine different treatments, instruments, populations and study designs.",
      "funding_conflict_note": "Authors included Astellas Pharma employees and a contract research organization; commercial affiliations disclosed.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-095",
      "topic": "Clinical upper-bound summary of hot flashes and night sweats",
      "estimate": "Up to 80",
      "unit": "percent",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "Women going through menopause",
      "geography": "General clinical reference",
      "menopause_stage": "Menopause transition",
      "symptom_definition": "Hot flashes and night sweats",
      "severity_threshold": "Any",
      "recall_window": "Across menopause",
      "study_design": "Professional-society patient education",
      "data_collection_period": "",
      "publication_year": "",
      "evidence_class": "Clinical context",
      "source_title": "Hot Flashes",
      "source_organization": "The Menopause Society",
      "source_url": "https://menopause.org/patient-education/menopause-topics/hot-flashes",
      "doi_or_reference_id": "",
      "safe_wording": "The Menopause Society says up to 80% experience hot flashes and night sweats during menopause.",
      "not_safe_to_say": "Exactly 80% of all women currently have hot flashes.",
      "comparability_flag": "context_only",
      "comparability_note": "Upper-bound clinical summary, not a newly pooled central estimate.",
      "funding_conflict_note": "Professional-society patient education reference.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "record_id": "HF-096",
      "topic": "Typical duration of one hot-flash episode",
      "estimate": "1–5",
      "unit": "minutes",
      "lower_ci": "",
      "upper_ci": "",
      "numerator": "",
      "denominator": "",
      "sample_size": "",
      "population": "People experiencing menopause-related hot flashes",
      "geography": "General clinical reference",
      "menopause_stage": "Menopause transition",
      "symptom_definition": "Single hot-flash episode",
      "severity_threshold": "Typical",
      "recall_window": "Per episode",
      "study_design": "Professional-society patient education",
      "data_collection_period": "",
      "publication_year": "",
      "evidence_class": "Clinical context",
      "source_title": "Hot Flashes",
      "source_organization": "The Menopause Society",
      "source_url": "https://menopause.org/patient-education/menopause-topics/hot-flashes",
      "doi_or_reference_id": "",
      "safe_wording": "The Menopause Society says a typical episode lasts one to five minutes.",
      "not_safe_to_say": "Every episode lasts exactly one to five minutes.",
      "comparability_flag": "context_only",
      "comparability_note": "Per-episode length, not years of recurring symptoms.",
      "funding_conflict_note": "Professional-society patient education reference.",
      "last_verified": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    }
  ],
  "derived_calculations": [
    {
      "calculation_id": "CALC-001",
      "calculation_name": "Review-wide minus hot-flash-specific participant denominator",
      "source_record_ids": "HF-002;HF-001",
      "raw_inputs": "482067;349608",
      "formula": "482067 - 349608",
      "unrounded_result": "132459",
      "displayed_result": "132,459",
      "unit": "participants",
      "interpretation": "The all-symptom review denominator exceeds the hot-flash-specific denominator by 132,459 participants.",
      "limitation": "The two denominators describe different analytic scopes.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-002",
      "calculation_name": "Postmenopause minus premenopause pooled prevalence",
      "source_record_ids": "HF-005;HF-003",
      "raw_inputs": "56.74;31.31",
      "formula": "56.74 - 31.31",
      "unrounded_result": "25.430000000000003",
      "displayed_result": "25.43",
      "unit": "percentage points",
      "interpretation": "The postmenopausal pooled estimate was 25.43 points above the premenopausal estimate.",
      "limitation": "Study-level pooled subgroups; not a within-person change.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-003",
      "calculation_name": "Postmenopause-to-premenopause pooled ratio",
      "source_record_ids": "HF-005;HF-003",
      "raw_inputs": "56.74;31.31",
      "formula": "56.74 / 31.31",
      "unrounded_result": "1.8122005748961993",
      "displayed_result": "1.81",
      "unit": "ratio",
      "interpretation": "The postmenopausal pooled estimate was 1.81 times the premenopausal estimate.",
      "limitation": "Study-level pooled subgroups with extreme heterogeneity.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-004",
      "calculation_name": "Perimenopause minus premenopause pooled prevalence",
      "source_record_ids": "HF-004;HF-003",
      "raw_inputs": "56.52;31.31",
      "formula": "56.52 - 31.31",
      "unrounded_result": "25.210000000000004",
      "displayed_result": "25.21",
      "unit": "percentage points",
      "interpretation": "The perimenopausal pooled estimate was 25.21 points above the premenopausal estimate.",
      "limitation": "Study-level pooled subgroups; not a within-person change.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-005",
      "calculation_name": "Measurement-tool pooled span",
      "source_record_ids": "HF-016;HF-017",
      "raw_inputs": "69.95;39.26",
      "formula": "69.95 - 39.26",
      "unrounded_result": "30.690000000000005",
      "displayed_result": "30.69",
      "unit": "percentage points",
      "interpretation": "Observed span between the two tool-specific pooled estimates shown.",
      "limitation": "Descriptive study-level subgroup comparison; no causal inference.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-006",
      "calculation_name": "Continent pooled span",
      "source_record_ids": "HF-006;HF-007",
      "raw_inputs": "64.43;39.92",
      "formula": "64.43 - 39.92",
      "unrounded_result": "24.510000000000005",
      "displayed_result": "24.51",
      "unit": "percentage points",
      "interpretation": "Observed span between Africa and Oceania pooled estimates.",
      "limitation": "Ecological subgroup comparison; no causal inference.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-007",
      "calculation_name": "Income-group pooled span",
      "source_record_ids": "HF-010;HF-013",
      "raw_inputs": "65.93;49.72",
      "formula": "65.93 - 49.72",
      "unrounded_result": "16.210000000000008",
      "displayed_result": "16.21",
      "unit": "percentage points",
      "interpretation": "Observed span between low- and high-income country-group pooled estimates.",
      "limitation": "Country-level grouping, not an individual-level effect.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-008",
      "calculation_name": "Country pooled span",
      "source_record_ids": "HF-008;HF-009",
      "raw_inputs": "72.56;14.54",
      "formula": "72.56 - 14.54",
      "unrounded_result": "58.02",
      "displayed_result": "58.02",
      "unit": "percentage points",
      "interpretation": "Observed span between Egypt and Finland among countries with at least three studies.",
      "limitation": "Ecological comparison; estimates have wide confidence intervals.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-009",
      "calculation_name": "AMY late-perimenopause minus premenopause difference",
      "source_record_ids": "HF-019;HF-018",
      "raw_inputs": "37.3;8.8",
      "formula": "37.3 - 8.8",
      "unrounded_result": "28.499999999999996",
      "displayed_result": "28.5",
      "unit": "percentage points",
      "interpretation": "Cross-sectional difference in moderately-to-severely bothersome four-week hot-flush prevalence.",
      "limitation": "Not a within-person increase and not any-severity prevalence.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-010",
      "calculation_name": "Current sufferers with hot flashes at least five days per week",
      "source_record_ids": "HF-031;HF-032",
      "raw_inputs": "8.9;23.7",
      "formula": "8.9 + 23.7",
      "unrounded_result": "32.6",
      "displayed_result": "32.6",
      "unit": "percent",
      "interpretation": "Share of current sufferers reporting five to six days per week or every day.",
      "limitation": "Category sum within a current-sufferer denominator.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-011",
      "calculation_name": "Current sufferers with at least three hot flashes on a symptomatic day",
      "source_record_ids": "HF-034;HF-035;HF-036",
      "raw_inputs": "23.5;7.9;6.1",
      "formula": "23.5 + 7.9 + 6.1",
      "unrounded_result": "37.5",
      "displayed_result": "37.5",
      "unit": "percent",
      "interpretation": "Share of current sufferers reporting at least three on symptomatic days.",
      "limitation": "Category sum within a current-sufferer denominator.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-012",
      "calculation_name": "Current sufferers with at least five hot flashes on a symptomatic day",
      "source_record_ids": "HF-035;HF-036",
      "raw_inputs": "7.9;6.1",
      "formula": "7.9 + 6.1",
      "unrounded_result": "14.0",
      "displayed_result": "14.0",
      "unit": "percent",
      "interpretation": "Share of current sufferers reporting at least five on symptomatic days.",
      "limitation": "Category sum within a current-sufferer denominator.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-013",
      "calculation_name": "Typical episodes lasting one to five minutes",
      "source_record_ids": "HF-038;HF-039",
      "raw_inputs": "43.4;25.3",
      "formula": "43.4 + 25.3",
      "unrounded_result": "68.7",
      "displayed_result": "68.7",
      "unit": "percent",
      "interpretation": "Share of current sufferers selecting one-to-two or three-to-five minutes.",
      "limitation": "Respondent-level typical-duration categories, not a count of all events.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-014",
      "calculation_name": "Mean daytime episode sum among daily sufferers",
      "source_record_ids": "HF-041;HF-042;HF-043;HF-044",
      "raw_inputs": "2.5;2.6;2.5;1.4",
      "formula": "2.5 + 2.6 + 2.5 + 1.4",
      "unrounded_result": "9.0",
      "displayed_result": "9.0",
      "unit": "episodes per typical day",
      "interpretation": "Sum of severity-specific published means among 405 daily daytime sufferers.",
      "limitation": "Not a population mean; summing rounded means may differ from a patient-level total.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-015",
      "calculation_name": "Minimum early-onset versus postmenopausal-onset SWAN median difference",
      "source_record_ids": "HF-047;HF-049",
      "raw_inputs": ">11.8;3.4",
      "formula": ">11.8 - 3.4",
      "unrounded_result": ">8.4",
      "displayed_result": ">8.4",
      "unit": "years",
      "interpretation": "The early-onset median lower bound exceeds the postmenopausal-onset median by more than 8.4 years.",
      "limitation": "Early-onset value is a lower bound; subgroup medians in a symptomatic cohort.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-016",
      "calculation_name": "Minimum early-onset versus postmenopausal-onset SWAN ratio",
      "source_record_ids": "HF-047;HF-049",
      "raw_inputs": ">11.8;3.4",
      "formula": ">11.8 / 3.4",
      "unrounded_result": ">3.470588",
      "displayed_result": ">3.47",
      "unit": "ratio",
      "interpretation": "The early-onset median lower bound is more than 3.47 times the postmenopausal-onset median.",
      "limitation": "Early-onset value is a lower bound; not an individual prediction.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-017",
      "calculation_name": "Non-low SWAN trajectory classes",
      "source_record_ids": "HF-062;HF-063;HF-064",
      "raw_inputs": "18.4;29.0;25.6",
      "formula": "18.4 + 29.0 + 25.6",
      "unrounded_result": "73.0",
      "displayed_result": "73.0",
      "unit": "percent of analytic sample",
      "interpretation": "The three model classes other than persistently low sum to 73.0%.",
      "limitation": "Model-class arithmetic, not direct population prevalence.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-018",
      "calculation_name": "FDA entry-threshold difference",
      "source_record_ids": "HF-072;HF-078",
      "raw_inputs": "49 per week;50 per week",
      "formula": "(50 - 49) / 49 * 100",
      "unrounded_result": "2.0408163265306123",
      "displayed_result": "2.04",
      "unit": "percent",
      "interpretation": "The VEOZAH-equivalent weekly floor of 49 and LYNKUET floor of 50 differ by 2.04%.",
      "limitation": "One threshold is stated per day and converted to a weekly equivalent for arithmetic.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-019",
      "calculation_name": "Unweighted mean of printed VEOZAH baseline arm means",
      "source_record_ids": "HF-073;HF-074;HF-075;HF-076",
      "raw_inputs": "10.4;10.5;11.8;11.6",
      "formula": "(10.4 + 10.5 + 11.8 + 11.6) / 4",
      "unrounded_result": "11.075000000000001",
      "displayed_result": "11.08",
      "unit": "episodes per 24 hours",
      "interpretation": "Descriptive unweighted mean of four printed arm baselines.",
      "limitation": "Not patient-weighted, adjusted, or an efficacy estimate.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-020",
      "calculation_name": "Unweighted mean of printed LYNKUET baseline arm means",
      "source_record_ids": "HF-079;HF-080;HF-081;HF-082",
      "raw_inputs": "13.38;14.26;14.66;16.16",
      "formula": "(13.38 + 14.26 + 14.66 + 16.16) / 4",
      "unrounded_result": "14.614999999999998",
      "displayed_result": "14.62",
      "unit": "episodes per 24 hours",
      "interpretation": "Descriptive unweighted mean of four printed arm baselines.",
      "limitation": "Not patient-weighted, adjusted, or an efficacy estimate.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    },
    {
      "calculation_id": "CALC-021",
      "calculation_name": "Descriptive difference between program baseline means",
      "source_record_ids": "CALC-019;CALC-020",
      "raw_inputs": "11.075000000000001;14.614999999999998",
      "formula": "(14.614999999999998 - 11.075000000000001) / 11.075000000000001 * 100",
      "unrounded_result": "31.96388261851013",
      "displayed_result": "32.0",
      "unit": "percent higher",
      "interpretation": "The unweighted LYNKUET program baseline average is about 32.0% above the VEOZAH average.",
      "limitation": "Cross-program descriptive comparison only; not comparative effectiveness.",
      "calculated_by": "The HRT Index",
      "calculation_date": "2026-08-01",
      "dataset_version": "1.0",
      "publish_status": "Publish"
    }
  ]
}