{"id":"W3041087562","doi":"10.1111/cea.13707","title":"GRAded oral challenge for Drug allergy Evaluation—Delabelling described through families' voices","year":2020,"lang":"en","type":"article","venue":"Clinical & Experimental Allergy","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Children's Hospital Research Institute of Manitoba; Manitoba Beekeepers' Association; University of Manitoba; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health","funders":"","keywords":"Medicine; Rash; Medical diagnosis; Allergy; Drug allergy; Pediatrics; Family medicine; Dermatology; Pathology; Immunology","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":[0.004317702,0.0004231704,0.0003047812,0.0006839539,0.003830272,0.002103052,0.0007966571,0.001005069,0.001954803],"category_scores_gemma":[0.01650501,0.0002787925,0.000357435,0.0004766192,0.004046384,0.002110759,0.003863112,0.001804355,0.0002196344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002556992,"about_ca_system_score_gemma":0.001941428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303084,"about_ca_topic_score_gemma":0.005950852,"domain_scores_codex":[0.9941953,0.004188749,0.0002059857,0.0003336692,0.000593466,0.0004829584],"domain_scores_gemma":[0.9894353,0.007131325,0.001651237,0.0002586229,0.000721259,0.0008023368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004945193,0.00002480098,0.02358351,0.0001366996,0.00001123117,0.007613434,0.9515645,0.00006060786,0.00158744,0.00112983,0.001508074,0.01273046],"study_design_scores_gemma":[0.000004653809,0.0000647397,0.00879978,0.0002577372,0.00001161174,0.009454778,0.9634145,0.0001607873,0.000685692,0.0007329489,0.01638209,0.00003064001],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862867,0.001475803,0.002771403,0.003350508,0.0001163662,0.00005317294,0.00008029318,0.00003316275,0.005832639],"genre_scores_gemma":[0.9978716,0.0004433523,0.0006764394,0.0003249115,0.00001697614,0.00003211407,0.00002310153,0.00001133132,0.0005999884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004317702,"threshold_uncertainty_score":0.02283448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2539801441993804,"score_gpt":0.4481306996395504,"score_spread":0.1941505554401701,"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."}}