{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002652091,0.0002865883,0.0007620246,0.0002961336,0.0002038021,0.00003828948,0.0001086144,0.0002189972,0.0005496109],"category_scores_gemma":[0.00009186986,0.0002177681,0.00005884396,0.000245372,0.001078001,0.0001888857,0.00004024238,0.0002765059,0.000008198989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001659593,"about_ca_system_score_gemma":0.0001521781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006811505,"about_ca_topic_score_gemma":0.00005027083,"domain_scores_codex":[0.9984559,0.0000627371,0.000409025,0.0004443919,0.000245018,0.0003829079],"domain_scores_gemma":[0.9990498,0.00004288761,0.0001396687,0.0004286824,0.00003475724,0.0003042267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01369832,0.001756393,0.9165372,0.001192381,0.003788864,0.002850464,0.008012976,0.0000281286,0.008981661,0.0009514584,0.0001961583,0.04200596],"study_design_scores_gemma":[0.01014615,0.0007243022,0.9812397,0.0002421852,0.0003175865,0.004418125,0.0008113862,0.0001056933,0.0001530667,0.0008135056,0.0007102072,0.0003180849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884851,0.006200247,0.00001392095,0.002163095,0.00009776137,0.0005121325,0.00002072744,0.00003690549,0.002470142],"genre_scores_gemma":[0.9945114,0.004237715,0.0001030681,0.0004099143,0.000004015232,0.00004141369,0.00000700435,0.00003027989,0.000655136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06470247,"threshold_uncertainty_score":0.8880327,"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."}}