{"id":"W3153293678","doi":"10.9778/cmajo.20200077","title":"Amoxicillin oral provocation challenge in a primary care clinic: a descriptive analysis","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Centre for Family Medicine; Children's Hospital Research Institute of Manitoba; Western University","funders":"","keywords":"Medicine; Amoxicillin; Allergy; Provocation test; Referral; Medical prescription; Pediatrics; Penicillin; Medical record; Anaphylaxis; Retrospective cohort study; Drug allergy; Family history; Medical history; Emergency medicine; Internal medicine; Antibiotics; Family medicine; Immunology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002371063,0.000128922,0.0004811827,0.0002310278,0.00005385527,0.00004800721,0.0001470359,0.0001106451,0.000103537],"category_scores_gemma":[0.0001511491,0.0001243826,0.0001479539,0.00116651,0.00003263285,0.0002716637,0.000183757,0.0002774369,0.0001865831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000656746,"about_ca_system_score_gemma":0.0007800857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089518,"about_ca_topic_score_gemma":0.005594861,"domain_scores_codex":[0.9987395,0.0001105775,0.0003178667,0.0004250092,0.0001995718,0.0002074944],"domain_scores_gemma":[0.9989755,0.00004752463,0.0000927189,0.0004920911,0.0002770699,0.0001150604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003404626,0.004399762,0.1817585,0.0008551602,0.004171521,0.002014207,0.05589597,0.0001326371,0.01899963,0.0007978515,0.0006589742,0.7299753],"study_design_scores_gemma":[0.003685547,0.00009288202,0.9354458,0.0003509236,0.001645256,0.0000295999,0.03117113,0.0001856363,0.002461961,0.00009055531,0.02450545,0.000335192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5521524,0.000721376,0.000230754,0.002267465,0.0002225626,0.001800938,0.00003413284,0.00006691008,0.4425035],"genre_scores_gemma":[0.9918843,0.0001438926,0.002400983,0.0002959856,0.0000635606,0.0001626651,0.0005167703,0.00002159608,0.004510229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7536873,"threshold_uncertainty_score":0.5072175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08940373722773744,"score_gpt":0.3639412806487867,"score_spread":0.2745375434210492,"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."}}