{"id":"W3184763414","doi":"10.1016/j.jaip.2021.06.057","title":"Establishing Amoxicillin Allergy in Children Through Direct Graded Oral Challenge (GOC): Evaluating Risk Factors for Positive Challenges, Safety, and Risk of Cross-Reactivity to Cephalosporines","year":2021,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; SickKids Foundation; Humber River Regional Hospital; Hospital for Sick Children; Queen's University; Montreal Children's Hospital; University of Toronto; George & Fay Yee Centre for Healthcare Innovation; Children's Hospital Research Institute of Manitoba; Research Manitoba; University of Manitoba; Children’s Health Research Institute; Memorial University of Newfoundland; University of British Columbia; McGill University Health Centre","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research","keywords":"Medicine; Amoxicillin; Reactivity (psychology); Allergy; Risk assessment; Environmental health; Pediatrics; Antibiotics; Immunology; Alternative medicine; Computer security; Pathology","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":[0.001283646,0.0007789729,0.0007426038,0.000791179,0.0002924574,0.0005510915,0.0003329548,0.0007355742,0.0006985502],"category_scores_gemma":[0.003493438,0.0002933605,0.0006518243,0.0005103097,0.0003919373,0.0006038176,0.0004686548,0.00110431,0.0001811066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772559,"about_ca_system_score_gemma":0.0008095881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002416954,"about_ca_topic_score_gemma":0.003419708,"domain_scores_codex":[0.9983614,0.0005345874,0.0001675195,0.000158333,0.0005460261,0.0002320644],"domain_scores_gemma":[0.9976018,0.00065203,0.001034589,0.00006934624,0.0002587895,0.0003833862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165449,0.0001836087,0.9932724,0.00005287412,0.00003554187,0.0004579482,0.0001107612,0.00005129078,0.0007906054,0.00002019094,0.0001226905,0.004736883],"study_design_scores_gemma":[0.00002188069,0.002803118,0.9888553,0.00007932938,0.00008440382,0.004796937,0.0006319737,0.000511959,0.001594323,0.00003502673,0.0005737659,0.0000120081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977497,0.0008303411,0.0002691839,0.0001006034,0.00001638222,0.00006981535,0.0001065177,0.000008982495,0.0008483513],"genre_scores_gemma":[0.9982616,0.0004971848,0.0008713682,0.00007818619,0.00001481296,0.00002818555,0.00009692631,0.000002671853,0.0001491594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416954,"threshold_uncertainty_score":0.006788671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991901716660195,"score_gpt":0.4107828331757066,"score_spread":0.3408638160091046,"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."}}