{"id":"W2041818140","doi":"10.2500/108854100778248269","title":"The Value of Skin Testing for Penicillin Allergy in an Inpatient Population: Analysis of the Subsequent Patient Management","year":2000,"lang":"en","type":"article","venue":"Allergy and Asthma Proceedings","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Penicillin; Penicillin allergy; Allergy; Antibiotics; Drug allergy; Medical record; Adverse effect; Population; Dermatology; Pediatrics; Intensive care medicine; Internal medicine; 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":[0.0009425643,0.0002109629,0.000422547,0.001131457,0.0004618398,0.0008819909,0.0004194091,0.0004768128,0.001039995],"category_scores_gemma":[0.01200882,0.0001684432,0.0004014378,0.0009399166,0.0003178728,0.0005568539,0.0004792936,0.0008594287,0.0002005149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007199023,"about_ca_system_score_gemma":0.0005819898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968289,"about_ca_topic_score_gemma":0.002936539,"domain_scores_codex":[0.9984255,0.000558665,0.0001765755,0.0001414496,0.0004519742,0.0002458267],"domain_scores_gemma":[0.9928496,0.002466773,0.002730659,0.0001984439,0.0008289213,0.000925564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007296244,0.00004375048,0.9980379,0.00000496545,0.00001149071,0.0002341961,0.00004983219,0.00002516379,0.00005591936,0.000009823598,0.00006120859,0.001392841],"study_design_scores_gemma":[0.000003733347,0.0002248249,0.9978592,0.000009180883,0.00001913448,0.0009287489,0.000363836,0.00036348,0.0001014015,0.00001675819,0.0001050338,0.000004594631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986841,0.000242131,0.00005176664,0.0001242956,0.00000595734,0.000009544565,0.000100859,0.00000377861,0.0007774907],"genre_scores_gemma":[0.9995814,0.0001164434,0.00006310728,0.00003560913,0.00001566242,0.000005180239,0.0001321927,0.000001881523,0.00004867167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002968289,"threshold_uncertainty_score":0.005901992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523414474791566,"score_gpt":0.2550300427565801,"score_spread":0.2397958980086644,"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."}}