{"id":"W4389833763","doi":"10.1016/j.cjco.2023.12.010","title":"Increased Prevalence of Adverse Health Outcomes Across the Lifespan in Those Affected by Polycystic Ovary Syndrome: A Canadian Population Cohort","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Ovarian function and disorders","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Polycystic ovary; Cohort; Medicine; Demography; Adverse effect; Cohort study; Population; Cohort effect; Gerontology; Environmental health; Internal medicine; Obesity","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":[0.0007950432,0.0005368668,0.0004871621,0.001681113,0.003183027,0.001210298,0.001140365,0.0005907459,0.001907509],"category_scores_gemma":[0.00160099,0.0004968127,0.0009308503,0.00363388,0.0006156458,0.0004182202,0.0008949814,0.000885329,0.0001657144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042491,"about_ca_system_score_gemma":0.01102493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788457,"about_ca_topic_score_gemma":0.9788694,"domain_scores_codex":[0.9990283,0.00005379545,0.00005108058,0.0002266135,0.0003673388,0.0002729055],"domain_scores_gemma":[0.9986986,0.00004465893,0.0002619402,0.00006211814,0.0005740665,0.0003586016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004129095,0.00002092085,0.9974329,0.00001761729,0.00005642082,0.0001081112,0.0003185769,0.0000295228,0.0001536749,0.00004051078,0.0005975619,0.001182966],"study_design_scores_gemma":[0.000006468009,0.00001794304,0.9989349,0.00001452841,0.00002801185,0.0001234705,0.0003485697,0.000100935,0.00002107665,0.00001543586,0.0003812615,0.000007308721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929611,0.0007410745,0.0001602056,0.0003735004,0.00002204753,0.00007533565,0.004152968,0.00001151101,0.001502284],"genre_scores_gemma":[0.9967588,0.0006347988,0.000182026,0.0001485291,0.00001171731,0.0000239634,0.001807414,0.000004959408,0.0004277174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115428,"threshold_uncertainty_score":0.07563841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083217744113492,"score_gpt":0.3289622109692101,"score_spread":0.3081300335280752,"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."}}