{"id":"W4318250355","doi":"10.3138/jammi-2022-0029","title":"Hepatotoxicity and tuberculosis treatment outcomes in chronic liver disease","year":2023,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital; West Park Healthcare Centre; University of Calgary","funders":"Centers for Disease Control and Prevention; International Union Against Tuberculosis and Lung Disease; World Health Organization","keywords":"Tuberculosis; Medicine; Disease; Chronic liver disease; Intensive care medicine; Internal medicine; Pathology; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001043175,0.0001254695,0.0003087253,0.00010895,0.0001683569,0.000006389984,0.0001205721,0.0002526309,0.00009811136],"category_scores_gemma":[0.001052967,0.00008727075,0.0001055987,0.0001930371,0.0001123872,0.00005999397,0.00006599266,0.0005204605,0.000001599743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115889,"about_ca_system_score_gemma":0.001469333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01772348,"about_ca_topic_score_gemma":0.1581462,"domain_scores_codex":[0.9983385,0.0007380113,0.0003958239,0.0001251221,0.0001792056,0.0002232943],"domain_scores_gemma":[0.9984779,0.0006486396,0.0003806576,0.00007458332,0.00007798732,0.0003401843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265671,0.0001682547,0.9905294,0.00007344016,0.0003077634,0.00006486259,0.00009994103,0.000157743,0.002447668,0.0001207855,0.002034973,0.003868571],"study_design_scores_gemma":[0.002575324,0.000146433,0.9731295,0.00007242297,0.0002536623,0.00002939144,0.00002447608,0.000995025,0.001621474,0.0003863674,0.0206332,0.0001327662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889062,0.0006947371,0.000001817416,0.009035086,0.0009811146,0.0002175476,0.0001227326,0.000008943891,0.00003182911],"genre_scores_gemma":[0.995568,0.002923337,6.339658e-7,0.001223604,0.0001113186,0.00001159739,0.000006132457,0.000005834247,0.0001495593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404227,"threshold_uncertainty_score":0.9888176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286260505252258,"score_gpt":0.3333269026124801,"score_spread":0.3047008520872543,"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."}}