{"id":"W4403186529","doi":"10.1001/jamapediatrics.2024.3685","title":"Evaluating Pediatric Macrolide Allergy Using Direct Graded Oral Challenges","year":2024,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Hospital for Sick Children; SickKids Foundation; University of Toronto; Children's Hospital Research Institute of Manitoba; Memorial University of Newfoundland; McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Allergy; Macrolide Antibiotics; Dermatology; Pediatrics; Antibiotics; Immunology; Erythromycin; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000816429,0.000330865,0.0004390188,0.0007940313,0.000161543,0.000131647,0.0001428033,0.0002963183,0.00004124503],"category_scores_gemma":[0.0009967182,0.000310449,0.0002765702,0.001314272,0.00003144756,0.0003685128,0.0001150548,0.0007557172,0.000289434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130509,"about_ca_system_score_gemma":0.00067139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008801951,"about_ca_topic_score_gemma":0.00001646022,"domain_scores_codex":[0.9972993,0.0001243595,0.000488879,0.0006534051,0.000828862,0.0006051641],"domain_scores_gemma":[0.9983664,0.0005445947,0.0001239334,0.0004487032,0.0002002489,0.0003160748],"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":[0.0001226274,0.001298604,0.009378444,0.005732817,0.0009752167,0.004256672,0.004951355,0.003089246,0.01136162,0.004084969,0.006798033,0.9479504],"study_design_scores_gemma":[0.01730826,0.001277219,0.1855308,0.001039911,0.01848079,0.006143005,0.005554123,0.2251001,0.002753808,0.004701582,0.5257273,0.006383099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172398,0.0308053,0.0001292216,0.002680076,0.003452394,0.0006612366,0.00003604477,0.001117173,0.04387878],"genre_scores_gemma":[0.9711187,0.01391005,0.005072282,0.0001819071,0.008261654,0.00003166095,0.00003674798,0.0001437939,0.001243151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415673,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511617931573222,"score_gpt":0.397655779158445,"score_spread":0.2464939860011227,"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."}}