{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115061,0.0002180769,0.000544413,0.002416413,0.0008034012,0.0008452817,0.0004891563,0.0005117567,0.001590888],"category_scores_gemma":[0.003412414,0.0004382315,0.0006414574,0.003325165,0.0005724704,0.0006279839,0.0007571313,0.0004699028,0.0002269412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483535,"about_ca_system_score_gemma":0.001748374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01873459,"about_ca_topic_score_gemma":0.0254186,"domain_scores_codex":[0.9982778,0.0003577517,0.0003138368,0.0003322148,0.0004174247,0.000300984],"domain_scores_gemma":[0.9952489,0.001863777,0.00168891,0.0001971869,0.0005627004,0.0004386346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007598814,0.0000949601,0.9979068,0.00003944447,0.00003033174,0.0004506509,0.0003586588,0.00001558016,0.0001237846,0.00001546574,0.000135791,0.0007527004],"study_design_scores_gemma":[0.00001547209,0.0003801866,0.9957813,0.00002495086,0.0000368542,0.001152682,0.002089969,0.0001643595,0.00007506736,0.00001622087,0.0002547773,0.000008203255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982937,0.000162543,0.00009866668,0.00003731005,0.000002713467,0.0001073018,0.0008727876,0.000003642899,0.0004212372],"genre_scores_gemma":[0.9989548,0.0001222183,0.0001495042,0.0000760166,0.000008010777,0.00008244272,0.0005418002,0.000002439724,0.00006293062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873459,"threshold_uncertainty_score":0.03725106,"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."}}