{"id":"W4389571551","doi":"10.1080/13697137.2023.2282689","title":"Polycystic ovary syndrome: associations with cardiovascular disease","year":2023,"lang":"en","type":"review","venue":"Climacteric","topic":"Ovarian function and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"National Health and Medical Research Council","keywords":"Polycystic ovary; Medicine; Disease; Obesity; Endocrine system; Psychosocial; Metabolic syndrome; Androgen Excess; Gynecology; Internal medicine; Obstetrics; Insulin resistance; Hormone; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001965791,0.0003967755,0.001809412,0.0003492542,0.0001140494,0.00004577004,0.0001148439,0.000196378,0.0002695336],"category_scores_gemma":[0.0002111437,0.0002952731,0.001287192,0.001187016,0.00005997031,0.00005474057,0.00005517511,0.0003899007,0.002000458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263779,"about_ca_system_score_gemma":0.0007921652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001521756,"about_ca_topic_score_gemma":7.383414e-7,"domain_scores_codex":[0.9980846,0.0001245713,0.0004297796,0.0005265681,0.0004727745,0.0003617308],"domain_scores_gemma":[0.9983507,0.0001182575,0.0001846698,0.0008926077,0.00006359296,0.0003902037],"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":[0.0001431447,0.0004205573,0.0003652179,0.04622659,0.01561324,0.004669637,0.00003159255,0.000004642724,5.699593e-8,0.00006580632,0.00654614,0.9259134],"study_design_scores_gemma":[0.00060993,0.00008869184,0.008288557,0.005879008,0.0169618,0.0003826465,0.00001129294,0.000003802963,1.660196e-9,0.00001009796,0.9674301,0.0003341163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001881911,0.995996,0.00007285481,0.00008054296,0.0005437944,0.001089742,0.0002119344,0.0003901914,0.001596133],"genre_scores_gemma":[0.00004410759,0.9924178,0.00005336426,0.0001587146,0.0001870313,0.0002617619,0.00202694,0.000159549,0.004690719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608839,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513889364993501,"score_gpt":0.304673257500126,"score_spread":0.249534363850191,"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."}}