{"id":"W2901879499","doi":"10.1016/j.surg.2018.10.021","title":"Reply to: Perioperative use of cefazolin without preliminary skin testing in patients with reported penicillin allergy","year":2018,"lang":"en","type":"letter","venue":"Surgery","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Cefazolin; Medicine; Penicillin; Perioperative; Penicillin allergy; Allergy; Cephalosporin; Dermatology; Intensive care medicine; Antibiotics; Anesthesia; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000399608,0.0005153972,0.00133482,0.0008842478,0.00006885736,0.00002837135,0.0001030519,0.0004976638,0.00003833099],"category_scores_gemma":[0.003667652,0.0004325245,0.0001971396,0.0008454066,0.0001627239,0.000227348,0.00009842756,0.001358116,0.00004244556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488481,"about_ca_system_score_gemma":0.00105853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828383,"about_ca_topic_score_gemma":0.0000775692,"domain_scores_codex":[0.9963281,0.000177616,0.001196934,0.0009017803,0.0008130585,0.0005825408],"domain_scores_gemma":[0.9955953,0.00117406,0.0008312172,0.001156597,0.001083513,0.0001593152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009813069,0.0009268392,0.4807385,0.000566944,0.001073061,0.004341802,0.001581028,0.0001021674,0.0002768821,7.417693e-7,0.5015244,0.007886354],"study_design_scores_gemma":[0.0008225659,0.0002975886,0.5553669,0.00318823,0.0001878767,0.000135588,0.0000812441,0.0000345515,0.0002964784,0.000001063835,0.4390486,0.0005393021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599354,0.00001844214,0.00001275912,0.03351873,0.0007697673,0.001740571,0.00009457146,0.00013712,0.003772618],"genre_scores_gemma":[0.59636,0.00002891924,0.009623569,0.3659221,0.004310147,0.0004743288,0.004001847,0.0007767581,0.01850233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3635754,"threshold_uncertainty_score":0.9998127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165962026855961,"score_gpt":0.2720290446943434,"score_spread":0.2103694244257838,"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."}}