{"id":"W4231521050","doi":"10.1186/1710-1492-7-s1-s10","title":"Drug allergy","year":2011,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba","funders":"","keywords":"Medicine; Drug; Drug allergy; Allergy; Anaphylaxis; Discontinuation; Intensive care medicine; Adverse drug reaction; Drug eruption; Adverse effect; Dermatology; Pharmacology; Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001361179,0.0009129068,0.001034129,0.001327132,0.001359364,0.00324322,0.001456206,0.003122153,0.1882672],"category_scores_gemma":[0.005922967,0.0003714724,0.001189498,0.001092263,0.0008516861,0.001898034,0.002140644,0.002946587,0.1026988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486537,"about_ca_system_score_gemma":0.002255228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527187,"about_ca_topic_score_gemma":0.001760103,"domain_scores_codex":[0.9969995,0.0005471985,0.0002581207,0.0005036193,0.001319457,0.0003720876],"domain_scores_gemma":[0.9975622,0.0004347359,0.0002448508,0.0003180408,0.001165049,0.0002751269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003937265,0.0003417392,0.00287758,0.002418855,0.00008425394,0.004104473,0.0003292469,0.000182,0.005772692,0.01239222,0.5130076,0.4580955],"study_design_scores_gemma":[0.0000459086,0.000120619,0.001009933,0.0005935495,0.00002519581,0.005432987,0.0001338034,0.00007014572,0.0008696577,0.001937414,0.9897448,0.00001596045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01103888,0.1070283,0.009480179,0.03589931,0.01933792,0.001505293,0.00485571,0.00295539,0.8078991],"genre_scores_gemma":[0.1443704,0.1107397,0.01537585,0.06630804,0.01009716,0.001314049,0.01154539,0.001060098,0.6391892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1882672,"threshold_uncertainty_score":0.6298165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461273136992022,"score_gpt":0.3189256585515511,"score_spread":0.2727983448523489,"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."}}