{"id":"W4211108488","doi":"10.1007/978-3-030-25057-7_16","title":"Polycystic Ovary Syndrome and Metabolic Syndrome","year":2019,"lang":"en","type":"book-chapter","venue":"Contemporary Endocrinology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Polycystic ovary; Metabolic syndrome; Insulin resistance; Etiology; Medicine; Endocrinology; Internal medicine; Diabetes mellitus; Metabolic disorder; Type 2 diabetes; Bioinformatics; Biology","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":["insufficient_payload"],"category_scores_codex":[0.00007168682,0.0006086608,0.001563476,0.0006673691,0.00007178867,0.00002075788,0.0001574138,0.0005407107,0.002454535],"category_scores_gemma":[0.00004914755,0.0005807412,0.0002705825,0.00005258412,0.0003722375,0.0001137987,0.0001932536,0.0008497532,0.002087811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003850486,"about_ca_system_score_gemma":0.0005846913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004098239,"about_ca_topic_score_gemma":0.000002468731,"domain_scores_codex":[0.9977818,0.00004112361,0.0005972376,0.0008438103,0.000252252,0.000483789],"domain_scores_gemma":[0.9984165,0.0001274134,0.0002567328,0.000828707,0.00007570704,0.0002949591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002658998,0.0002808683,0.008179698,0.00129848,0.005201294,0.0496427,0.00014222,7.015319e-7,0.0001831673,0.8518005,0.0709472,0.009664168],"study_design_scores_gemma":[0.004037682,0.001093302,0.01638445,0.0002414884,0.0005139894,0.04360166,0.0000385334,0.000006453306,0.000006989243,0.004409172,0.9290478,0.0006184555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003305963,0.05755106,0.00005540916,0.00206004,0.001712104,0.001129063,0.00007457073,0.0003164206,0.9337954],"genre_scores_gemma":[0.4093837,0.0009937094,0.00004789738,0.002250409,0.00007745892,0.00001619856,0.0002136494,0.0001114657,0.5869055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8581007,"threshold_uncertainty_score":0.9996644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076919989844317,"score_gpt":0.2474624806195989,"score_spread":0.2166932807211557,"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."}}