{"id":"W3162369469","doi":"10.1177/2292550321995730","title":"Antibiotic Prophylaxis in Alloplastic Breast Reconstruction: Regimens and Outcomes","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada); University of Manitoba; McMaster University","funders":"","keywords":"Medicine; Antibiotics; Perioperative; Antibiotic prophylaxis; Incidence (geometry); Surgery; Odds ratio; Retrospective cohort study; Breast reconstruction; Demographics; Cohort; Implant; Internal medicine; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007338253,0.000167717,0.0002971508,0.0005927387,0.0002510941,0.0005545024,0.0001918962,0.0003200135,0.001064708],"category_scores_gemma":[0.004839974,0.00009251424,0.0004058675,0.000985211,0.0002508362,0.0003677261,0.0003824669,0.0004263015,0.0001332806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307245,"about_ca_system_score_gemma":0.0003612092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006061621,"about_ca_topic_score_gemma":0.0006909282,"domain_scores_codex":[0.9991311,0.0002057842,0.0001757916,0.0001020048,0.0002542662,0.0001310472],"domain_scores_gemma":[0.9962323,0.0005475589,0.002691304,0.00009680532,0.0001582315,0.0002738122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351877,0.00009568262,0.9915726,0.00006428913,0.00004559204,0.0002154531,0.00004266847,0.00005595074,0.0001142203,0.00001473972,0.00005722118,0.007486349],"study_design_scores_gemma":[0.00001302744,0.0005962588,0.9958896,0.0001117537,0.00005701795,0.002451447,0.0001899625,0.0001753809,0.0001859513,0.00004347865,0.0002816668,0.000004501658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944108,0.004794863,0.00008036051,0.00007489102,0.00001542645,0.00001232438,0.00009446251,0.000002646156,0.0005142314],"genre_scores_gemma":[0.9987947,0.0009293018,0.0000576694,0.00002353367,0.00001987809,0.000006058691,0.0001159847,9.421568e-7,0.00005202027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064708,"threshold_uncertainty_score":0.003880858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521272003529749,"score_gpt":0.2275163357755251,"score_spread":0.2123036157402276,"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."}}