{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004980789,0.0005961509,0.001531712,0.001768244,0.0002359173,0.0009073145,0.0005297417,0.0007458602,0.004924457],"category_scores_gemma":[0.001867785,0.0002152811,0.001424384,0.002206173,0.0002065375,0.0004633962,0.0005299675,0.0009447567,0.0004374305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846164,"about_ca_system_score_gemma":0.00117342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615376,"about_ca_topic_score_gemma":0.00552777,"domain_scores_codex":[0.9997045,0.00007544251,0.00007653647,0.00004236916,0.00008100177,0.00002008019],"domain_scores_gemma":[0.9993772,0.0004047813,0.0001171342,0.000009220641,0.00007135152,0.00002033741],"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":[0.0002208911,0.00007730668,0.00207057,0.2164597,0.002367933,0.000260608,0.0001153705,0.0002811864,0.0003877718,0.001321137,0.02093659,0.755501],"study_design_scores_gemma":[0.0002432355,0.0003505238,0.03393007,0.2571794,0.0143987,0.005959192,0.0003395312,0.0003706954,0.0003789372,0.003478669,0.6832776,0.00009352808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009610687,0.9995452,0.00001395562,0.00007924475,0.00005813864,0.000002834036,0.00001803893,0.000001285613,0.0001851957],"genre_scores_gemma":[0.001162227,0.9985361,0.00005115351,0.00008730807,0.00006031267,0.000004084547,0.00002638474,4.206838e-7,0.00007204487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004924457,"threshold_uncertainty_score":0.01647389,"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."}}