{"id":"W3216754795","doi":"10.1245/s10434-021-11031-9","title":"Do Preoperative Prophylactic Antibiotics Reduce Surgical Site Infection Following Wire-Localized Lumpectomy? A Single-Blind Randomized Clinical Trial","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Lumpectomy; Antibiotics; Randomized controlled trial; Surgery; Antibiotic prophylaxis; Breast surgery; Guideline; Mastectomy; Breast cancer; Surgical oncology; Internal medicine; 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":[0.003300905,0.002067377,0.006222398,0.0003995251,0.0006978678,0.001619168,0.001370165,0.004343048,0.007486718],"category_scores_gemma":[0.005655544,0.001285646,0.002962216,0.0004948711,0.002694108,0.001753211,0.0006324674,0.004095001,0.001361509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108536,"about_ca_system_score_gemma":0.001153464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007236938,"about_ca_topic_score_gemma":0.0009345867,"domain_scores_codex":[0.9973991,0.001515675,0.000205919,0.0004673172,0.0001351242,0.0002769612],"domain_scores_gemma":[0.9957606,0.001889125,0.00101498,0.0004284279,0.0002172776,0.0006895448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.992749,0.002468752,0.000264881,0.00035276,0.0006686475,0.000009079336,0.00001851243,0.00004826791,0.000415524,0.00003407228,0.0001479553,0.002822506],"study_design_scores_gemma":[0.9400373,0.05674781,0.001158692,0.00006319783,0.00111153,0.00001473661,0.0000270709,0.0002769048,0.0001870059,0.0001521689,0.0002042112,0.0000192733],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812784,0.007582647,0.001696042,0.001184264,0.002203128,0.00376341,0.0005978239,0.000134055,0.001560358],"genre_scores_gemma":[0.9872949,0.002742964,0.001937749,0.001228002,0.001218605,0.00347044,0.0003879559,0.00002402231,0.001695523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007486718,"threshold_uncertainty_score":0.02504563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275626239658492,"score_gpt":0.4288532143333719,"score_spread":0.3012905903675227,"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."}}