{"id":"W2593331758","doi":"10.1089/met.2016.0119","title":"Alanine Aminotransferase Is a Marker of Lipotoxicity Consequences and Hyperandrogenemia in Women with Polycystic Ovary Syndrome","year":2017,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Ovarian function and disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Internal medicine; Lipotoxicity; Insulin resistance; Medicine; Endocrinology; Polycystic ovary; Metabolic syndrome; Steatosis; Triglyceride; Body mass index; Insulin; Homeostatic model assessment; Cholesterol; Obesity","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":[0.0003143327,0.0002105321,0.0002728254,0.0008239646,0.0002485026,0.0002828756,0.000145358,0.0002227466,0.0008880892],"category_scores_gemma":[0.001417364,0.0001437197,0.0001999143,0.0009672453,0.000189672,0.0001780413,0.0002123572,0.0002967663,0.0001253661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958864,"about_ca_system_score_gemma":0.0002293766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139069,"about_ca_topic_score_gemma":0.001577521,"domain_scores_codex":[0.9997508,0.00006593645,0.00004906181,0.00004547795,0.0000628761,0.00002581978],"domain_scores_gemma":[0.9991103,0.0001801237,0.0005245778,0.00002781009,0.0000768582,0.00008044922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005006764,0.000005615344,0.9985737,0.00001268642,0.00001455718,0.0001256188,0.00001635452,0.000007942109,0.0002067498,0.000003451121,0.00002535377,0.0009579812],"study_design_scores_gemma":[0.000002488083,0.0000586621,0.9980369,0.000008722644,0.00002656809,0.001548629,0.00005591382,0.00003845933,0.00009321472,0.00001061666,0.0001184172,0.000001431331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964457,0.002526108,0.0001162232,0.00008097105,0.00001395602,0.00001217049,0.0002337768,0.00000642131,0.0005648679],"genre_scores_gemma":[0.9992744,0.0004064086,0.00009347354,0.00001928019,0.00001010498,0.000005185484,0.0001348737,8.127482e-7,0.00005543297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001139069,"threshold_uncertainty_score":0.002970934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007515025265360908,"score_gpt":0.2232573222217591,"score_spread":0.2157422969563982,"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."}}