{"id":"W4384283249","doi":"10.1093/humrep/dead143","title":"Association of infertility with type and timing of menopause: a prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; The Scarborough Hospital; McMaster University; Public Health Ontario; University of Toronto","funders":"Partenariat Canadien Contre Le Cancer; Eisai; Health Canada; Canada Research Chairs; Pfizer; Alberta Health Services; Canadian Institutes of Health Research; Alberta Cancer Foundation","keywords":"Menopause; Infertility; Medicine; Surgical Menopause; Gynecology; Prospective cohort study; Natural history; Oophorectomy; Fertility; Cohort; Cohort study; Obstetrics; Hysterectomy; Population; Internal medicine; Pregnancy; Surgery","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":[0.001311773,0.0002485384,0.0004429703,0.000583323,0.0006989918,0.0007089475,0.0005296284,0.0005779411,0.001257794],"category_scores_gemma":[0.002578648,0.0004854688,0.0007161676,0.001601471,0.0002726577,0.0004224255,0.000370625,0.0006863045,0.0002031969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662886,"about_ca_system_score_gemma":0.0007143383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04187819,"about_ca_topic_score_gemma":0.05520106,"domain_scores_codex":[0.9994129,0.0001505598,0.00005944001,0.0001534094,0.000100813,0.000122852],"domain_scores_gemma":[0.9982175,0.0002555665,0.0006633947,0.0002699467,0.0002575545,0.0003360127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001379485,0.00002565751,0.9991274,0.00000832913,0.00009932986,0.0000332602,0.00005364923,0.000007507961,0.00006238079,0.000008082275,0.0000959002,0.0003405252],"study_design_scores_gemma":[0.00001751531,0.00008400835,0.999504,0.000008402906,0.00006008979,0.00008310766,0.00008498395,0.0000333088,0.000009770986,0.000008613422,0.0001029887,0.000003290895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978122,0.0006749251,0.0001027109,0.00006592625,0.00001084737,0.0000350131,0.001029023,0.000003773881,0.0002657532],"genre_scores_gemma":[0.9984879,0.0003756337,0.0001536108,0.00007763737,0.00001664651,0.00002898243,0.0006533506,0.000002312191,0.0002037488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04187819,"threshold_uncertainty_score":0.08326888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894943298813487,"score_gpt":0.3556598597298391,"score_spread":0.3067104267417042,"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."}}