{"id":"W4220908854","doi":"10.1016/j.jogc.2022.02.128","title":"Improving Intrapartum Group B Streptococcus Prophylaxis in Patients with a Reported Penicillin or Cephalosporin Allergy: A Quality Improvement Project","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cefazolin; Penicillin; Cephalosporin; Antibiotic prophylaxis; Allergy; Incidence (geometry); Antibiotics; Internal medicine; Pediatrics; Immunology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01509737,0.0005358699,0.0006755206,0.001261706,0.002081875,0.002172045,0.001529479,0.001107765,0.001404749],"category_scores_gemma":[0.02937608,0.0004846977,0.001091172,0.002274864,0.0007559154,0.0008633363,0.002513226,0.00197012,0.0001534829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118132,"about_ca_system_score_gemma":0.08860523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1554825,"about_ca_topic_score_gemma":0.1641859,"domain_scores_codex":[0.9910834,0.00380333,0.001130401,0.0005484361,0.002254822,0.001179594],"domain_scores_gemma":[0.9473615,0.005633206,0.007934683,0.001603893,0.01552569,0.02194103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001780366,0.008776047,0.6396559,0.00136757,0.0008426069,0.000291006,0.002377565,0.002031532,0.001360818,0.0005235511,0.02122471,0.3197683],"study_design_scores_gemma":[0.002432894,0.005399317,0.9782562,0.0008656703,0.0004813868,0.0001376539,0.00258767,0.001860455,0.0007891536,0.0001767574,0.006957429,0.0000555589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474028,0.003153057,0.001777403,0.03419019,0.0004795535,0.00361538,0.002739294,0.0001933713,0.006448976],"genre_scores_gemma":[0.9699953,0.004066834,0.0156798,0.004707694,0.0002105925,0.001313421,0.002841043,0.00003598788,0.001149375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554825,"threshold_uncertainty_score":0.309155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397210294567157,"score_gpt":0.2430214467145556,"score_spread":0.2290493437688841,"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."}}