{"id":"W2170548088","doi":"10.1001/jama.2014.839","title":"Recurrence and Mortality Following Severe Cutaneous Adverse Reactions","year":2014,"lang":"en","type":"article","venue":"JAMA","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Toxic epidermal necrolysis; Medicine; Dermatology; Drug reaction; Adverse effect; Surgery; Internal medicine; Drug; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001311193,0.0002656086,0.0005852841,0.0009796022,0.0004835417,0.0007166936,0.0003931093,0.0005692546,0.002240643],"category_scores_gemma":[0.01056671,0.0001719746,0.001111077,0.0009317021,0.0002129716,0.0006384216,0.0006522777,0.001412026,0.0003457654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091708,"about_ca_system_score_gemma":0.0004162083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793359,"about_ca_topic_score_gemma":0.002660278,"domain_scores_codex":[0.9983788,0.0004836163,0.0002495545,0.000235187,0.0003201582,0.0003327621],"domain_scores_gemma":[0.9906915,0.001606146,0.00477843,0.0006486358,0.0009763785,0.001298956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006753227,0.00006069088,0.9883494,0.00006327437,0.0002753669,0.0004504298,0.00006217055,0.000203312,0.00009083695,0.0001094017,0.0007384361,0.008921335],"study_design_scores_gemma":[0.00001985149,0.0003680727,0.9957328,0.00004754968,0.0001483867,0.002135327,0.0001143027,0.0006006213,0.00007770431,0.0002183103,0.0005164653,0.00002059036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866022,0.007338397,0.0005011442,0.0005591958,0.00008206893,0.00004298061,0.001545139,0.00003481585,0.003293918],"genre_scores_gemma":[0.9975605,0.0009660608,0.0001037461,0.0001351537,0.0001548791,0.00001761867,0.0008136017,0.000006528607,0.0002419532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002793359,"threshold_uncertainty_score":0.007495761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221216075158157,"score_gpt":0.2965625842640183,"score_spread":0.2743504235124368,"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."}}