{"id":"W2948189604","doi":"10.2337/db19-1873-p","title":"1873-P: NAFLD and Insulin Resistance Is Associated with a Specific Signature in Membrane Phospholipid Metabolites in Adolescents with Polycystic Ovary Syndrome (PCOS)","year":2019,"lang":"en","type":"article","venue":"Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Endocrinology; Polycystic ovary; Insulin resistance; Steatosis; Nonalcoholic fatty liver disease; Diabetes mellitus; Chemistry; Medicine; Fatty liver; Biology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387321,0.0002916905,0.0002673408,0.0005467938,0.0003090647,0.0003817218,0.0001492639,0.0003621448,0.005235029],"category_scores_gemma":[0.0005155035,0.0002335846,0.000235996,0.0005409195,0.0001894251,0.0002075282,0.0002948888,0.0004351433,0.0005425572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400505,"about_ca_system_score_gemma":0.0001264919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283305,"about_ca_topic_score_gemma":0.001171988,"domain_scores_codex":[0.9998835,0.00002035948,0.00001514302,0.00003508659,0.00002804578,0.00001781073],"domain_scores_gemma":[0.9996998,0.00003542937,0.0001291524,0.00001400924,0.00003668015,0.00008484762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004606558,0.0001374662,0.9868494,0.00003918384,0.00004719059,0.002505931,0.0001445327,0.00002526113,0.003773728,0.0000611184,0.00046531,0.00549024],"study_design_scores_gemma":[0.00001837687,0.000192786,0.9930146,0.00001417024,0.00002652662,0.005855311,0.0001430844,0.0001122094,0.0002173092,0.00003256725,0.0003703149,0.000002769909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986436,0.0002038869,0.0001287143,0.00008753108,0.00001427729,0.00001840612,0.0002543732,0.00001020593,0.0006390784],"genre_scores_gemma":[0.9988573,0.0001046148,0.0001942329,0.00004994892,0.00001812425,0.00002104588,0.0002978591,0.000006743754,0.0004502279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005235029,"threshold_uncertainty_score":0.01751286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005651513311669249,"score_gpt":0.1975433790218326,"score_spread":0.1918918657101633,"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."}}