{"id":"W4376643133","doi":"10.1503/cmaj.221438","title":"A pragmatic approach to the management of menopause","year":2023,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Queen's University; Jacobs (Canada); Toronto Public Health","funders":"","keywords":"Menopause; Amenorrhea; Vasomotor; Medicine; Surgical Menopause; Gynecology; Key (lock); Computer science; Endocrinology; Pregnancy; Computer security; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004661119,0.001262116,0.001989562,0.002442789,0.0006500317,0.002245664,0.001736,0.003391338,0.01339228],"category_scores_gemma":[0.01082507,0.0003800856,0.002178719,0.001435564,0.001111366,0.002792562,0.002110165,0.005600665,0.002981357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062369,"about_ca_system_score_gemma":0.006300706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326696,"about_ca_topic_score_gemma":0.00585747,"domain_scores_codex":[0.9973062,0.001333519,0.0003746397,0.0001978959,0.000665612,0.0001220774],"domain_scores_gemma":[0.9964552,0.002270357,0.0003567903,0.00009189838,0.0006377683,0.0001880265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001448401,0.0001257726,0.0001062141,0.07488049,0.0003726014,0.0002183268,0.0003445745,0.0003201971,0.0003429021,0.01899772,0.1194499,0.7846965],"study_design_scores_gemma":[0.0001542565,0.00008873906,0.0006528776,0.1097299,0.0003335024,0.0009602194,0.0003079912,0.00009335389,0.00008858104,0.01146927,0.8760911,0.00003028602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008706901,0.9801634,0.001031015,0.01225855,0.002176656,0.0001281846,0.00004808095,0.00002828248,0.004078771],"genre_scores_gemma":[0.002300597,0.9787198,0.003025805,0.01164325,0.001955002,0.0002049182,0.00008695752,0.00001030275,0.002053438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01339228,"threshold_uncertainty_score":0.04480159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0572840038739515,"score_gpt":0.3598260683832019,"score_spread":0.3025420645092504,"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."}}