{"id":"W4220703223","doi":"10.1016/j.iac.2022.01.001","title":"Pediatric Drug Allergy","year":2022,"lang":"en","type":"review","venue":"Immunology and Allergy Clinics of North America","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Allergy; Drug allergy; Drug; Penicillin allergy; Dermatology; Nonsteroidal; Drug reaction; Antibiotics; Penicillin; Adverse drug reaction; Intensive care medicine; Pediatrics; Immunology; Internal medicine; 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"],"consensus_categories":[],"category_scores_codex":[0.0001849517,0.0005501223,0.002869056,0.0005861925,0.0001998903,0.000006452736,0.0003828641,0.0003415792,0.0002985935],"category_scores_gemma":[0.0003663946,0.0005033054,0.000856643,0.0007817832,0.000426374,0.00006711501,0.0004450886,0.001792997,0.000123812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009158429,"about_ca_system_score_gemma":0.001049666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009126476,"about_ca_topic_score_gemma":0.00003387899,"domain_scores_codex":[0.9968896,0.0003024796,0.001363024,0.0007125743,0.0002605303,0.0004717928],"domain_scores_gemma":[0.9963138,0.001198537,0.001335245,0.0008955886,0.00008650735,0.0001703961],"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":[0.00001647775,0.0003793797,0.00005519826,0.00124385,0.002185562,0.00009926409,0.00005387843,0.000002531557,4.865494e-8,0.00004233443,0.0002960895,0.9956254],"study_design_scores_gemma":[0.0005664465,0.0001739795,0.001142233,0.0003208175,0.00106579,0.0002661911,0.0000854717,0.000001877415,2.859394e-8,0.00001277921,0.9959992,0.0003651695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003184945,0.9925349,0.000005255364,0.00009764766,0.001043267,0.0004649771,0.00009082,0.00009214611,0.005352429],"genre_scores_gemma":[0.00005085592,0.9965441,0.0002508616,0.0001783261,0.0002783336,0.0001278406,0.0007449625,0.00009389262,0.001730815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9957031,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082101843671959,"score_gpt":0.3351986179717585,"score_spread":0.2943775995350389,"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."}}