{"id":"W4210780097","doi":"10.1245/s10434-021-11074-y","title":"ASO Visual Abstract: Do Preoperative Prophylactic Antibiotics Reduce Surgical-Site Infection After Wire-Localized Lumpectomy? A Single-Blind Randomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Surgical oncology; Lumpectomy; Randomized controlled trial; Surgery; Surgical site infection; Clinical trial; General surgery; Mastectomy; Internal medicine; Breast cancer; 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":[0.002960617,0.002454108,0.005131722,0.0004300634,0.0007294633,0.002111832,0.001192616,0.004548128,0.02553039],"category_scores_gemma":[0.005926539,0.001036624,0.003450787,0.0004346448,0.001763143,0.001658694,0.0006345363,0.004393829,0.003386809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006806189,"about_ca_system_score_gemma":0.001196482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006893356,"about_ca_topic_score_gemma":0.0009297003,"domain_scores_codex":[0.9983071,0.0008846226,0.0001605237,0.0003602551,0.0001018137,0.0001855982],"domain_scores_gemma":[0.9961997,0.00163252,0.0009342346,0.0002973127,0.0002730195,0.0006631937],"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":[0.992503,0.001886418,0.0001232587,0.0007073721,0.0007834548,0.000006831375,0.00001329392,0.00004831752,0.0004292512,0.00005335811,0.0005017201,0.00294358],"study_design_scores_gemma":[0.982395,0.01579412,0.0004456756,0.00005830691,0.0006987368,0.000005287282,0.00001141268,0.0001311183,0.0001094162,0.0001109558,0.0002292197,0.00001085749],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370098,0.01545245,0.003426322,0.005867603,0.009863617,0.01472009,0.004900238,0.000477833,0.008282182],"genre_scores_gemma":[0.963613,0.004073613,0.003224629,0.00423576,0.004522071,0.0101516,0.001413513,0.00006328477,0.008702413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553039,"threshold_uncertainty_score":0.08540767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005872682330078,"score_gpt":0.4340135589742394,"score_spread":0.3334262907412316,"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."}}