{"id":"W4405835365","doi":"10.1097/gme.0000000000002451","title":"Prevalence and impact of vasomotor symptoms due to menopause among women in Canada: A subgroup analysis from an international cross-sectional survey of Women with Vasomotor Symptoms Associated with Menopause (WARM Study)","year":2024,"lang":"en","type":"article","venue":"Menopause The Journal of The North American Menopause Society","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec - Clinical Research Organization in Cancer; University of Alberta","funders":"Bayer Canada; Astellas Foundation for Research on Metabolic Disorders; Astellas Pharma; Pfizer Canada; Eisai; Pfizer","keywords":"Medicine; Menopause; Vasomotor; Quality of life (healthcare); Subgroup analysis; Cross-sectional study; Cohort; Postmenopausal women; Physical therapy; Gynecology; Gerontology; Internal medicine; Meta-analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007520624,0.000517163,0.0007443608,0.001758307,0.002245307,0.0009599398,0.001114738,0.0005160253,0.001306252],"category_scores_gemma":[0.001771288,0.0005224337,0.00133081,0.004739377,0.0004449887,0.0003027967,0.0009538883,0.0004864844,0.0001650245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00954005,"about_ca_system_score_gemma":0.01421752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828557,"about_ca_topic_score_gemma":0.9855829,"domain_scores_codex":[0.9989337,0.00007228502,0.00009138519,0.0001702627,0.0003943511,0.0003379236],"domain_scores_gemma":[0.9988686,0.00006010872,0.0002646093,0.00006419657,0.0004724815,0.0002700303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217464,0.00001983817,0.9974069,0.00003627357,0.0001439577,0.00006453169,0.0002495164,0.00002648087,0.000162636,0.00001653375,0.0003480608,0.001403481],"study_design_scores_gemma":[0.00001292232,0.00002150072,0.999122,0.00001372858,0.00006359786,0.00004588946,0.0004139965,0.00008065319,0.00001971803,0.000005297131,0.0001952249,0.000005501173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931954,0.0007583267,0.000062788,0.0001187068,0.00000961672,0.00008112038,0.004901458,0.000006449634,0.0008662109],"genre_scores_gemma":[0.9953226,0.000553204,0.00011109,0.0001158126,0.000009128746,0.00003997953,0.003494652,0.00000468473,0.0003487979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714426,"threshold_uncertainty_score":0.06921822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264631790203996,"score_gpt":0.2945855242428138,"score_spread":0.2819392063407739,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}