{"id":"W4387699951","doi":"10.1097/gme.0000000000002265","title":"Prevalence and impact of vasomotor symptoms due to menopause among women in Brazil, Canada, Mexico, and Nordic Europe: a cross-sectional survey","year":2023,"lang":"en","type":"article","venue":"Menopause The Journal of The North American Menopause Society","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Menopause; Medicine; Vasomotor; Quality of life (healthcare); Medical prescription; Cross-sectional study; Demography; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005332207,0.0001597589,0.0002639299,0.000802857,0.0006483062,0.0004366737,0.0002870527,0.0002244622,0.0005921953],"category_scores_gemma":[0.001466409,0.0002292622,0.0002605608,0.001327831,0.0002402772,0.0001567278,0.0003784501,0.0002509582,0.00006374362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345002,"about_ca_system_score_gemma":0.001860999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5779151,"about_ca_topic_score_gemma":0.6914974,"domain_scores_codex":[0.9996984,0.00004712738,0.00003377601,0.00004275438,0.0001193533,0.00005854949],"domain_scores_gemma":[0.9992581,0.00007115812,0.0003262434,0.00002536979,0.0001789755,0.0001401475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001071787,0.00001616417,0.9982352,0.0000271348,0.0000301834,0.00004678103,0.0002843473,0.000008579818,0.00009419489,0.000009412462,0.0001216949,0.001115613],"study_design_scores_gemma":[0.000002105764,0.00001572575,0.9990069,0.00001885712,0.00001257033,0.00007383768,0.0005769318,0.00002014642,0.00001647989,0.000002255997,0.0002522508,0.000001966511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969061,0.0005904656,0.00002318593,0.00007866825,0.000003738841,0.00004093471,0.001351978,0.000002820893,0.001002079],"genre_scores_gemma":[0.9979222,0.000896533,0.000114368,0.00007037199,0.000004379665,0.00002188056,0.0007449924,0.00000145079,0.0002238101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4220849,"threshold_uncertainty_score":0.8491414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600277701526127,"score_gpt":0.3081500167549188,"score_spread":0.2921472397396575,"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."}}