{"id":"W2036477427","doi":"10.1159/000222672","title":"Evaluation of Immediate Allergic Reactions to Cephalosporins in Non-Penicillin-Allergic Patients","year":2009,"lang":"en","type":"review","venue":"International Archives of Allergy and Immunology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Hospital for Sick Children","funders":"","keywords":"Cephalosporin; Medicine; Penicillin; Culprit; Cephalosporin Antibiotic; Allergy; Dermatology; Drug allergy; Drug; Antibiotics; Internal medicine; Anaphylaxis; Rash; Immunoglobulin E; Immunology; Pharmacology; Antibody; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005027031,0.0006055491,0.001118514,0.001491607,0.0001401682,0.0003849553,0.0004801851,0.0005808306,0.00137443],"category_scores_gemma":[0.000922275,0.0001165031,0.000332499,0.001105657,0.0002218968,0.0004434971,0.0001751923,0.0004188953,0.0006438688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153946,"about_ca_system_score_gemma":0.0004144822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005484638,"about_ca_topic_score_gemma":0.0006870964,"domain_scores_codex":[0.9997485,0.00006898306,0.00004715321,0.00003590663,0.00007589483,0.00002340972],"domain_scores_gemma":[0.9994853,0.0001938451,0.0001414129,0.00001022498,0.0001301667,0.00003911148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003164717,0.0001898547,0.03012821,0.01405288,0.0001577567,0.008487703,0.0001685805,0.0001679234,0.004123136,0.0003024409,0.008869953,0.9330351],"study_design_scores_gemma":[0.0002386974,0.001798076,0.2420525,0.0194362,0.001422466,0.3407242,0.001201733,0.0007672836,0.009277781,0.001230474,0.3817353,0.0001152615],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006371921,0.9913849,0.0002194452,0.00015633,0.000101466,0.00001215536,0.00002069975,0.00001254663,0.001720573],"genre_scores_gemma":[0.05483919,0.9428225,0.0008100394,0.0002980167,0.0003129793,0.00002095223,0.00008259061,0.000004015588,0.0008098764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001491607,"threshold_uncertainty_score":0.004597902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539346404406289,"score_gpt":0.3371790727032914,"score_spread":0.3017856086592285,"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."}}