{"id":"W2339366025","doi":"","title":"A Mundane Situation Punctuated by Sudden Rash and Liver Failure: Unexpected, Unintended Clinical Consequences","year":2006,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rash; Unintended consequences; Law and economics; Punctuated equilibrium; Medicine; Political science; Sociology; Law; Dermatology; Biology; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001528024,0.0001471037,0.0003013367,0.00004509179,0.0004273579,0.00001915008,0.00025907,0.0006088218,0.006094996],"category_scores_gemma":[0.0002865728,0.0001445005,0.0001168766,0.00006327697,0.001189738,0.0003077974,0.00007345778,0.001059985,0.00001942624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801814,"about_ca_system_score_gemma":0.0002691726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007759518,"about_ca_topic_score_gemma":0.01190725,"domain_scores_codex":[0.9977601,0.001010744,0.0003727926,0.0002124932,0.0003812105,0.000262701],"domain_scores_gemma":[0.9986234,0.0003748694,0.0003017757,0.00007537741,0.0002113338,0.0004132498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004355977,0.003323766,0.0404795,0.0001851517,0.001789576,0.002787315,0.008072713,0.00006517529,0.1222663,0.007059695,0.358689,0.4509259],"study_design_scores_gemma":[0.02310696,0.001599442,0.04619468,0.0003272355,0.001214897,0.002885379,0.00997119,0.01589383,0.0138096,0.003824376,0.8798388,0.001333639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817593,0.001591848,0.003976362,0.005541848,0.0009231991,0.0002905306,0.00003630003,0.0000764172,0.005804163],"genre_scores_gemma":[0.9957778,0.00237401,0.0003995687,0.000343077,0.0002710325,2.420804e-7,0.00002289163,0.000006782695,0.0008045534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5211498,"threshold_uncertainty_score":0.9988479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864217123747476,"score_gpt":0.3642790754309129,"score_spread":0.3056369041934381,"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."}}