{"id":"W4387337733","doi":"10.1016/j.cjca.2023.06.276","title":"CHALLENGES IN HEALTH AND HEALTHCARE MANAGEMENT ACROSS THE LIFESPAN FOR WOMEN WITH POLYCYSTIC OVARY SYNDROME IN CANADA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Polycystic ovary; Medicine; Health care; Gerontology; Quality of life (healthcare); Endocrine system; Gynecology; Insulin resistance; Obesity; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001520113,0.0002471421,0.0006777944,0.001238668,0.01254028,0.004253829,0.001952416,0.00199031,0.00714896],"category_scores_gemma":[0.008040719,0.0003813266,0.0008656324,0.003473748,0.001646701,0.001431371,0.003508393,0.004649321,0.0003790046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08841803,"about_ca_system_score_gemma":0.2971217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933944,"about_ca_topic_score_gemma":0.9973889,"domain_scores_codex":[0.9960401,0.0004272097,0.0002487915,0.0002351623,0.0008425486,0.00220618],"domain_scores_gemma":[0.9832548,0.0007114183,0.001033453,0.00009251685,0.004136724,0.01077115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002720629,0.0006095628,0.5041862,0.0008262566,0.0003411892,0.0061462,0.02133283,0.001268018,0.0005270031,0.01659587,0.2887299,0.159165],"study_design_scores_gemma":[0.0002115156,0.0002206023,0.6818714,0.004325556,0.0002909921,0.002877102,0.1348857,0.002499221,0.0002077133,0.006513815,0.1657447,0.0003516672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2665362,0.01653083,0.0004297553,0.6661494,0.002364049,0.0001951218,0.00348052,0.00005870942,0.04425542],"genre_scores_gemma":[0.9043739,0.02199286,0.002282745,0.05857204,0.000767382,0.0001842431,0.001432775,0.00007525043,0.01031879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08841803,"threshold_uncertainty_score":0.6415207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463976890081126,"score_gpt":0.2732143110990773,"score_spread":0.2385745421982661,"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."}}