{"id":"W2049029282","doi":"10.1007/s40264-014-0165-8","title":"The 8th International Congress on Cutaneous Adverse Drug Reactions, Taiwan, 2013: Focus on Severe Cutaneous Adverse Reactions","year":2014,"lang":"en","type":"article","venue":"Drug Safety","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Drug reaction; Dermatology; Adverse effect; Skin reaction; Adverse drug reaction; Drug; Pharmacology","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":[],"category_scores_codex":[0.0005690392,0.0005725942,0.0005236836,0.000373155,0.001126498,0.0000545591,0.0004741383,0.0002255961,0.0002657564],"category_scores_gemma":[0.001007005,0.0004558404,0.0004499304,0.0004047469,0.000288107,0.0002851157,0.000122781,0.001474807,0.003196837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264837,"about_ca_system_score_gemma":0.0002840958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00088232,"about_ca_topic_score_gemma":0.0008770637,"domain_scores_codex":[0.9960759,0.0002952867,0.0009034831,0.0008720739,0.001122699,0.0007305064],"domain_scores_gemma":[0.9954719,0.001604225,0.0005253964,0.001498214,0.0004070042,0.0004932749],"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":[0.009343386,0.008248198,0.002794485,0.000399625,0.005243622,0.005340985,0.005283138,0.04332082,0.0105787,0.1271867,0.376242,0.4060183],"study_design_scores_gemma":[0.002087701,0.00009368692,0.001147455,0.0003606392,0.0002362119,0.004078185,0.002969233,0.002035542,0.0006833078,0.0005757171,0.9852312,0.0005011564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07217191,0.00005399257,0.0001127176,0.06715685,0.02065481,0.002381812,0.0004507144,0.001242925,0.8357742],"genre_scores_gemma":[0.8799089,0.0006218173,0.0002333102,0.0009556154,0.001137405,0.00008419085,0.0002152531,0.0001208603,0.1167227],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8077369,"threshold_uncertainty_score":0.9997894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009414399362942926,"score_gpt":0.2588542886968354,"score_spread":0.2494398893338924,"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."}}