{"id":"W4286716242","doi":"10.2337/dc22-0712","title":"Incretin-Based Drugs and the Risk of Acute Liver Injury Among Patients With Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Janssen Pharmaceuticals; Canadian Institutes of Health Research; McGill University; Pfizer","keywords":"Medicine; Type 2 diabetes; Incretin; Diabetes mellitus; Internal medicine; Liver injury; Endocrinology","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":[0.000693026,0.0001797124,0.0002652995,0.00009168098,0.0006608646,0.00001546011,0.0002100021,0.0001317701,0.0003056663],"category_scores_gemma":[0.00006961496,0.000131682,0.00007683148,0.0003091606,0.0004362917,0.00007360656,0.0001568064,0.0009144476,0.00001233463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910683,"about_ca_system_score_gemma":0.00005102764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004177628,"about_ca_topic_score_gemma":0.000007940697,"domain_scores_codex":[0.9978262,0.001175967,0.0001994113,0.0002384693,0.0002607893,0.0002991215],"domain_scores_gemma":[0.9987684,0.0004960256,0.000235648,0.0001952727,0.0002225545,0.00008208191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005668072,0.00006752588,0.986913,0.0000727519,0.0003322919,8.906078e-7,0.002411564,0.0002318514,0.0005472239,0.0000294161,0.0003049895,0.00852172],"study_design_scores_gemma":[0.009324627,0.001630601,0.8492777,0.00004436996,0.001844807,1.959892e-7,0.001266937,0.008095271,0.1086392,0.0002504877,0.01897872,0.0006470759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968277,0.0003459734,7.092755e-7,0.00008410002,0.0004403577,0.0007579642,0.0009422331,0.00004747794,0.0005535118],"genre_scores_gemma":[0.9985693,0.00004148101,0.00002463171,0.0008863191,0.00004458634,0.0002095925,0.000164308,0.00002374772,0.00003611283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1376353,"threshold_uncertainty_score":0.5369836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489653169502689,"score_gpt":0.2861594621513575,"score_spread":0.2712629304563305,"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."}}