{"id":"W1853974897","doi":"10.14740/gr685w","title":"Association of the Nonalcoholic Hepatic Steatosis and Its Degrees With the Values of Liver Enzymes and Homeostasis Model Assessment-Insulin Resistance Index","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin resistance; Steatosis; Medicine; Homeostasis; Liver enzyme; Enzyme; Internal medicine; Nonalcoholic steatohepatitis; Index (typography); Endocrinology; Nonalcoholic fatty liver disease; Biochemistry; Insulin; Chemistry; Fatty liver; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007464255,0.0002561349,0.0002576264,0.0008872375,0.0002024496,0.000471472,0.0002030919,0.000211663,0.002504742],"category_scores_gemma":[0.002128272,0.0001722763,0.0003127491,0.0007978718,0.0002265568,0.000302642,0.0003519865,0.0004902514,0.0003049039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516339,"about_ca_system_score_gemma":0.0002408577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005724896,"about_ca_topic_score_gemma":0.001091286,"domain_scores_codex":[0.9994631,0.0001214197,0.0001004077,0.0001049333,0.0001430022,0.00006705413],"domain_scores_gemma":[0.9972019,0.0004550521,0.001556775,0.0001417223,0.0003009982,0.000343501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007842906,0.00001787052,0.998835,0.0000092066,0.00003325475,0.00003394901,0.00001631906,0.00002037933,0.0001656495,0.00001127829,0.00002148634,0.0007572363],"study_design_scores_gemma":[0.000002969352,0.00009908764,0.9988796,0.000005741629,0.00002544393,0.0005098144,0.00007006639,0.000146588,0.0001303106,0.00002913199,0.00009873965,0.000002573292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980682,0.0005879477,0.0002602453,0.00003878303,0.000007276047,0.00001069197,0.0002168301,0.000005062071,0.0008050399],"genre_scores_gemma":[0.9993929,0.0001076419,0.0001615231,0.000006730994,0.000009789936,0.000005719673,0.0001602407,0.000001258767,0.0001541198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504742,"threshold_uncertainty_score":0.008379161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05588430206677079,"score_gpt":0.3344068921407926,"score_spread":0.2785225900740218,"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."}}