{"id":"W4387524270","doi":"10.1016/j.jaip.2023.10.009","title":"Assessing Pediatric Cephalosporin Allergic Reactions Through Direct Graded Oral Challenges","year":2023,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; Hospital for Sick Children; Children's Hospital Research Institute of Manitoba; Memorial University of Newfoundland; McGill University Health Centre; University of Toronto; Montreal Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cephalosporin; Antibiotics; Allergic reaction; Cephalosporin Antibiotic; Intensive care medicine; Allergy; Dermatology; Microbiology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0014643,0.0007649999,0.0007114483,0.000520392,0.0001545411,0.0007075971,0.0003193445,0.0004593335,0.001129747],"category_scores_gemma":[0.002997629,0.0002269449,0.0004029586,0.0003811807,0.0002270893,0.0004610392,0.0004557669,0.0008221674,0.000341986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673155,"about_ca_system_score_gemma":0.0004967433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101984,"about_ca_topic_score_gemma":0.002435391,"domain_scores_codex":[0.997894,0.0006828461,0.0002260835,0.0001843769,0.0008507778,0.000161888],"domain_scores_gemma":[0.9981192,0.0004991823,0.0007494857,0.00007352982,0.0004021894,0.0001564344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003503734,0.001171288,0.6669654,0.001620121,0.0003839335,0.004503472,0.001139536,0.000909797,0.09653001,0.0002766156,0.00222596,0.22077],"study_design_scores_gemma":[0.0002683043,0.02138925,0.8533361,0.0004823162,0.000543962,0.022176,0.001388356,0.003152848,0.08612538,0.000185265,0.01088031,0.00007195938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805043,0.004990623,0.003892072,0.0002021777,0.0001041094,0.0008611391,0.0003010997,0.00008891871,0.009055478],"genre_scores_gemma":[0.9892398,0.002373172,0.006669254,0.0002767681,0.0000580324,0.0001575145,0.0001629982,0.00001056512,0.001052022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014643,"threshold_uncertainty_score":0.007744074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338290960879485,"score_gpt":0.4339518907709275,"score_spread":0.300122794682979,"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."}}