{"id":"W2981829347","doi":"10.1093/ofid/ofz360.958","title":"1094. Safety of Administering Cefazolin vs. Other Antibiotics in Penicillin Allergic Patients with Anaphylaxis for Surgical Prophylaxis","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cefazolin; Medicine; Penicillin; Clindamycin; Antibiotics; Anaphylaxis; Vancomycin; Antibiotic prophylaxis; Anesthesia; Surgery; Allergy; Staphylococcus aureus; Immunology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113964,0.0002564179,0.0006179421,0.0002362391,0.00008270155,0.00004182773,0.0001832642,0.0001123542,0.0001214027],"category_scores_gemma":[0.00009285581,0.0002081271,0.0001764381,0.0004141719,0.0000808991,0.0002693357,0.0001512778,0.0001630586,0.00004448809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950425,"about_ca_system_score_gemma":0.0002420488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003350806,"about_ca_topic_score_gemma":0.0004976146,"domain_scores_codex":[0.9983566,0.00004425354,0.0004537298,0.0004416563,0.0002911414,0.0004126528],"domain_scores_gemma":[0.9987423,0.0001523641,0.0002185306,0.0004847327,0.0001936137,0.0002084599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00140522,0.002019874,0.9883468,0.0002724896,0.0001608067,0.00001596469,0.00005446442,0.0001957932,0.00006343015,0.0004327659,0.00003188752,0.007000576],"study_design_scores_gemma":[0.01760371,0.002461395,0.9521314,0.0005455988,0.000102477,0.00002238356,0.0002381875,0.0001789499,0.0005542948,0.00008419357,0.02565288,0.0004245499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728699,0.00003265557,0.00002184769,0.00010013,0.0001869878,0.003181512,0.0002793753,0.00004728269,0.02328035],"genre_scores_gemma":[0.9988855,0.00002008938,0.0001307493,0.00009386297,0.00003154144,0.00002886005,0.0001377021,0.00006849252,0.0006031693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03621534,"threshold_uncertainty_score":0.8487176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008990040935716998,"score_gpt":0.2689143275606112,"score_spread":0.2599242866248943,"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."}}