{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000169187,0.000590191,0.0004278202,0.001227952,0.0006222643,0.001521118,0.0004742273,0.0009956653,0.03371607],"category_scores_gemma":[0.0003958113,0.0001722342,0.0002278796,0.001280136,0.0006809787,0.001277297,0.0009743042,0.001793066,0.009206677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006821212,"about_ca_system_score_gemma":0.0008302642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939659,"about_ca_topic_score_gemma":0.007360437,"domain_scores_codex":[0.9999093,0.00002059611,0.000004751189,0.000009982963,0.00004443371,0.00001093042],"domain_scores_gemma":[0.9999236,0.00004168853,0.000004768749,0.000004758377,0.00001408961,0.00001114698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002114618,0.00005670333,0.0001776549,0.000385955,0.000006849097,0.0005480653,0.0005563821,0.0003000905,0.0004347544,0.1557563,0.5757713,0.2659849],"study_design_scores_gemma":[0.000002871543,0.000007152435,0.000189266,0.0001497259,0.000001901957,0.0005104167,0.00007533746,0.00003512446,0.00002514696,0.009719554,0.9892805,0.000002876561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008790821,0.1875742,0.00161203,0.006696643,0.009570404,0.00003766561,0.0001154501,0.00008093852,0.7934337],"genre_scores_gemma":[0.005344294,0.1210874,0.002171005,0.005237768,0.004241955,0.00005616778,0.0001622941,0.00006419813,0.861635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03371607,"threshold_uncertainty_score":0.1127915,"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."}}