{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007320122,0.000069615,0.0002389853,0.00009407815,0.00006800678,0.000003675721,0.00001244234,0.00002969716,0.00002476764],"category_scores_gemma":[0.0002464904,0.00005268455,0.000002806444,0.000364459,0.00002468295,0.00004953941,0.00001417276,0.00006568584,0.000003286629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250801,"about_ca_system_score_gemma":0.00004815684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002911222,"about_ca_topic_score_gemma":0.00005771609,"domain_scores_codex":[0.9990922,0.00004310259,0.000223611,0.000277648,0.0002564204,0.0001069845],"domain_scores_gemma":[0.9991009,0.0000162369,0.0002141308,0.0002826871,0.000344069,0.00004202961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003514681,0.0003872573,0.9789158,0.0001740788,0.0002653894,0.000003361983,0.001251607,0.00000192624,0.01825866,0.000008297712,0.0001184221,0.0002637384],"study_design_scores_gemma":[0.001677267,0.006995969,0.9857841,0.0000470843,0.0003165159,0.000004917691,0.0001822335,0.000004209448,0.004862678,0.0000700594,0.00001864413,0.00003639424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979188,0.00005227918,9.485148e-7,0.0001019019,0.00005711171,0.001372325,0.000001773904,0.00004704381,0.0004478359],"genre_scores_gemma":[0.9981961,0.00001554687,0.00004034331,0.000004042779,0.00004916613,0.00002817307,0.00001693027,0.0000100332,0.00163963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339599,"threshold_uncertainty_score":0.2148414,"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."}}