{"id":"W1534285412","doi":"10.1002/9781118314968.ch16","title":"Drug‐Induced Liver Disease","year":2012,"lang":"en","type":"other","venue":"","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Drug; Disease; Liver disease; Medicine; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004455457,0.0004781514,0.0003842837,0.0003045095,0.000186592,0.00002192981,0.0003203742,0.001119988,0.1237883],"category_scores_gemma":[0.00003809094,0.0004508914,0.0002068913,0.0001753083,0.0001043582,0.00009115261,0.0001147316,0.00152458,0.0129164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009406004,"about_ca_system_score_gemma":0.000119331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005558993,"about_ca_topic_score_gemma":0.000421158,"domain_scores_codex":[0.9978776,0.00053584,0.00026255,0.0004551798,0.0002051175,0.0006637323],"domain_scores_gemma":[0.9985148,0.000109808,0.0002139744,0.0003956975,0.00003185735,0.0007338417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035605,0.0004040653,0.0008319101,0.0002662261,0.0002410791,0.00005576661,0.0001618896,0.000001514466,0.0009193067,0.002968863,0.9557394,0.03830635],"study_design_scores_gemma":[0.000546087,0.00001569346,0.0002719595,0.00004901134,0.0002729403,0.000006443595,0.00001311915,0.0001046444,0.003067065,0.0001417075,0.9949423,0.000569021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000958872,0.002177949,0.0000735616,0.0004260578,0.006079293,0.001174251,0.0001589484,0.0009416651,0.9880094],"genre_scores_gemma":[0.06790589,0.0006769637,0.0001057431,0.002386399,0.003178377,0.0001881645,0.00009145529,0.0004702767,0.9249967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1108719,"threshold_uncertainty_score":0.9997943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629507243802222,"score_gpt":0.419832400028111,"score_spread":0.2568816756478887,"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."}}