{"id":"W4399686685","doi":"10.2337/db24-1582-p","title":"1582-P: Fasting Insulin as an Independent Predictor of Metabolic Dysfunction–Associated Steatohepatitis (MASH) Severity","year":2024,"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":"Medicine; Internal medicine; Fibrosis; Steatohepatitis; Diabetes mellitus; Gastroenterology; Insulin resistance; Metabolic syndrome; Fatty liver; Insulin; Disease; Endocrinology; Obesity","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":[0.001041767,0.0003418498,0.0003011821,0.0001909641,0.0001676342,0.0005860332,0.0002984671,0.0004161615,0.00905179],"category_scores_gemma":[0.002132256,0.0001757039,0.0005092606,0.0003977269,0.0001787123,0.0003486461,0.0002702595,0.0008699731,0.0008829394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008923252,"about_ca_system_score_gemma":0.0002178456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005941248,"about_ca_topic_score_gemma":0.0007836956,"domain_scores_codex":[0.9997494,0.0001173003,0.00001755092,0.00004710121,0.00003864609,0.00003007938],"domain_scores_gemma":[0.9986421,0.0005116051,0.0003338239,0.0001048563,0.0001028803,0.0003046948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009280098,0.0002132617,0.9785935,0.00006636204,0.0004405938,0.00008197752,0.00001362066,0.0001629593,0.0008184426,0.00004609099,0.002044556,0.008238483],"study_design_scores_gemma":[0.0004720884,0.0009824714,0.994956,0.00003058849,0.0003059283,0.0002466443,0.0000251628,0.001403528,0.0002253168,0.0001209452,0.001223884,0.000007534291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938525,0.001153798,0.000314196,0.0004736808,0.0001056829,0.0000314862,0.001949423,0.00002135249,0.002097907],"genre_scores_gemma":[0.9961684,0.0001355002,0.000395442,0.0001392394,0.0001528378,0.00003360402,0.001655583,0.000008430196,0.001310855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00905179,"threshold_uncertainty_score":0.03028131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150524450828785,"score_gpt":0.2473411267591308,"score_spread":0.235835882250843,"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."}}