{"id":"W2124402648","doi":"10.2337/diabetes.53.10.2623","title":"Elevations in Markers of Liver Injury and Risk of Type 2 Diabetes","year":2004,"lang":"en","type":"article","venue":"Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":384,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Banting and Best Diabetes Centre, University of Toronto; AstraZeneca; Canadian Diabetes Association; U.S. Public Health Service; National Institutes of Health; University of Toronto","keywords":"Medicine; Internal medicine; Type 2 diabetes; Insulin resistance; Odds ratio; Diabetes mellitus; Quartile; Nonalcoholic fatty liver disease; Gastroenterology; Insulin; Waist; Endocrinology; Body mass index; Fatty liver; Confidence interval; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000721603,0.00006857068,0.0001959516,0.00009725448,0.0000121525,0.000002325866,0.00002328902,0.00003186048,0.000045608],"category_scores_gemma":[0.0001024408,0.00005621816,0.00004083054,0.0001597081,0.00006853465,0.00004107491,0.00001774713,0.00003989133,0.000004175925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002363988,"about_ca_system_score_gemma":0.00004025894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143506,"about_ca_topic_score_gemma":0.00000683244,"domain_scores_codex":[0.9995355,0.00001868384,0.0001484453,0.0001027644,0.00008644645,0.0001081797],"domain_scores_gemma":[0.9996123,0.00009424679,0.00006299153,0.0001190412,0.00005945799,0.00005194121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002400148,0.0003930849,0.9933404,0.0001146666,0.0001706564,0.00000142683,0.0001139007,0.000005571841,0.002288363,0.0001820512,0.00006588529,0.003299997],"study_design_scores_gemma":[0.0008559292,0.0004016887,0.952029,0.0001982356,0.0002299681,3.373732e-8,0.00003504564,0.00003418166,0.04573104,0.0004095209,0.00002994317,0.00004538154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966677,0.002791049,1.606678e-7,0.00007672381,0.00002147483,0.000177088,0.00005758065,0.000007057562,0.0002011466],"genre_scores_gemma":[0.9983944,0.001266305,0.0002302085,0.0000458646,0.00001011743,0.00001587645,0.0000214693,0.000006957677,0.000008741692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04344267,"threshold_uncertainty_score":0.229251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007673317170719985,"score_gpt":0.2336534996820414,"score_spread":0.2259801825113214,"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."}}