{"id":"W2263552225","doi":"10.2174/1871530316666160201145934","title":"Metabolic Basis of Polycystic Ovarian Syndrome; Indications for Biochemical Screening","year":2016,"lang":"en","type":"review","venue":"Endocrine Metabolic & Immune Disorders - Drug Targets","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Polycystic ovary; Insulin resistance; Hyperinsulinemia; Medicine; Hyperandrogenism; Testosterone (patch); Metabolic syndrome; Luteinizing hormone; Internal medicine; Endocrinology; Infertility; Anovulation; Gynecology; Biology; Hormone; Physiology; Insulin; Diabetes mellitus; Pregnancy","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":["metaepi_narrow"],"category_scores_codex":[0.0006303753,0.001346043,0.00560428,0.001792736,0.0003061215,0.00004616338,0.0008097315,0.0003758933,0.001455561],"category_scores_gemma":[0.001275278,0.001057989,0.003062834,0.001676734,0.000428135,0.00021421,0.0003088896,0.0007764073,0.0002141141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005805437,"about_ca_system_score_gemma":0.0008367123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022322,"about_ca_topic_score_gemma":0.000007115729,"domain_scores_codex":[0.9937871,0.0003469969,0.002522917,0.001301,0.0007441742,0.001297876],"domain_scores_gemma":[0.995526,0.0006280972,0.001447445,0.001666676,0.000250738,0.0004811058],"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":[0.000255134,0.0009455374,0.00004919409,0.005876556,0.004024523,0.00001533744,0.0001305475,6.712608e-7,0.00007788746,0.004213511,0.004017415,0.9803937],"study_design_scores_gemma":[0.004892345,0.0001050628,0.0004869716,0.003420128,0.007061767,0.0002579454,0.0001473794,0.000009064946,0.0002416865,0.0003287178,0.9820874,0.0009615046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002701578,0.9791586,0.01195833,0.00114417,0.001064537,0.003894654,0.000641704,0.0002604793,0.00185044],"genre_scores_gemma":[0.00252836,0.9840754,0.005761129,0.000163993,0.000296637,0.001526473,0.002029485,0.0003584805,0.003260007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794322,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866813909697226,"score_gpt":0.30413774768014,"score_spread":0.2854696085831678,"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."}}