{"id":"W2128926183","doi":"10.3109/15563650.2011.597031","title":"Acetaminophen psi parameter: A useful tool to quantify hepatotoxicity risk in acute acetaminophen overdose","year":2011,"lang":"en","type":"article","venue":"Clinical Toxicology","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University","keywords":"Acetaminophen; Medicine; Interquartile range; acetaminophen overdose; Context (archaeology); Univariate analysis; Population; Regimen; Acetylcysteine; Anesthesia; Ingestion; Internal medicine; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005746026,0.0007743209,0.001668405,0.0005065228,0.0004552094,0.00004765851,0.001197403,0.002922238,0.002589138],"category_scores_gemma":[0.003576114,0.00078429,0.0006195995,0.001015553,0.0007342554,0.0003965121,0.0006931528,0.004827821,0.002989036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003754009,"about_ca_system_score_gemma":0.0002898675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149081,"about_ca_topic_score_gemma":0.0005682572,"domain_scores_codex":[0.9891341,0.004770282,0.002358855,0.001682954,0.0003379246,0.001715878],"domain_scores_gemma":[0.993973,0.003084479,0.0007288699,0.001079906,0.0001772115,0.000956582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00478343,0.004475748,0.892426,0.00006301965,0.0008600005,0.0006265838,0.002222892,0.0001022395,0.01027918,0.002561475,0.00241498,0.07918447],"study_design_scores_gemma":[0.007847295,0.003645336,0.8275865,0.00004542284,0.0006755693,0.0001277591,0.0001548986,0.003258103,0.04797997,0.008747918,0.09828195,0.001649301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854685,0.0001028904,0.0008599973,0.0006692535,0.005370102,0.0026579,0.0001970803,0.0003569071,0.004317344],"genre_scores_gemma":[0.9845435,0.0006666691,0.003321886,0.009246331,0.0005866773,0.0006425261,0.00002650443,0.00009429595,0.0008716058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09586697,"threshold_uncertainty_score":0.9994608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3282774078610636,"score_gpt":0.4818181105690892,"score_spread":0.1535407027080256,"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."}}