{"id":"W2059307186","doi":"10.3109/15563650.2013.775292","title":"Treating acetaminophen overdose: thresholds, costs and uncertainties","year":2013,"lang":"en","type":"article","venue":"Clinical Toxicology","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Alberta Health Services; Institute for Clinical Evaluative Sciences; McGill University Health Centre","funders":"","keywords":"Acetaminophen; Medicine; acetaminophen overdose; Acetylcysteine; Fulminant hepatic failure; Drug overdose; Regulatory agency; Guideline; Emergency medicine; Health care; Anesthesia; Intensive care medicine; Poison control; Surgery; Liver transplantation; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03058424,0.0007845519,0.001678091,0.003189321,0.001578901,0.01051249,0.003344378,0.005966527,0.003219682],"category_scores_gemma":[0.09691931,0.0005895902,0.001341662,0.003521651,0.0043253,0.00782936,0.002957842,0.00624441,0.0006229458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01694105,"about_ca_system_score_gemma":0.01109322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651601,"about_ca_topic_score_gemma":0.0108825,"domain_scores_codex":[0.9752818,0.01321615,0.002444155,0.001107345,0.00651898,0.001431445],"domain_scores_gemma":[0.8972549,0.07490459,0.007981167,0.001471105,0.0131296,0.005258761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001284506,0.0007196279,0.04064896,0.003504776,0.0009606556,0.001613095,0.001673935,0.1070005,0.0009770208,0.2485291,0.09346221,0.4996257],"study_design_scores_gemma":[0.0002491664,0.0008759385,0.0492227,0.009773551,0.0006147707,0.002921081,0.01120296,0.07005202,0.001628159,0.7477481,0.1050995,0.0006121153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05735658,0.08479594,0.02134546,0.8028802,0.001295223,0.0001487401,0.00074136,0.0001210909,0.03131542],"genre_scores_gemma":[0.8897982,0.04833738,0.02087993,0.03647539,0.002944759,0.0002517235,0.0004095733,0.00007240073,0.0008305777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03058424,"threshold_uncertainty_score":0.1617469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090469815031133,"score_gpt":0.4820267390772933,"score_spread":0.27297975757418,"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."}}