{"id":"W4414050119","doi":"10.1093/dote/doaf061.034","title":"228. EFFICACY AND SAFETY OF SELECTIVE DECONTAMINATION OF THE DIGESTIVE TRACT IN ESOPHAGEAL SURGERY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2025,"lang":"en","type":"review","venue":"Diseases of the Esophagus","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Esophagectomy; Pneumonia; Incidence (geometry); Cochrane Library; Adverse effect; Antimicrobial; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01317186,0.002601871,0.01862193,0.006740797,0.0006612228,0.003598458,0.001922344,0.002642205,0.0039187],"category_scores_gemma":[0.03419874,0.001633727,0.03892788,0.006877495,0.0008968945,0.002276584,0.001459232,0.001831397,0.0003559653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458545,"about_ca_system_score_gemma":0.003385749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005400665,"about_ca_topic_score_gemma":0.009662397,"domain_scores_codex":[0.9861792,0.006359043,0.00431363,0.001199203,0.001577094,0.0003719172],"domain_scores_gemma":[0.9805892,0.01353791,0.003903077,0.0004560162,0.001286405,0.0002273396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001479531,0.00002176985,0.003008917,0.5184084,0.4685241,0.0001079104,0.00005517101,0.0003169202,0.0001521498,0.00009768554,0.0003927113,0.007434732],"study_design_scores_gemma":[0.0007119941,0.0002035949,0.003895732,0.03709449,0.9562171,0.0001023741,0.00003831382,0.0001731502,0.0001228418,0.0001576607,0.00125957,0.00002307744],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003742079,0.9946201,0.0003546922,0.0001584157,0.0001272892,0.0003191081,0.000439411,0.00001672219,0.0002222295],"genre_scores_gemma":[0.1965616,0.7967602,0.002215439,0.001087783,0.0003449287,0.001853865,0.0007583103,0.00002643274,0.0003914254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01862193,"threshold_uncertainty_score":0.06966025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897098102352235,"score_gpt":0.3291602669132583,"score_spread":0.3001892858897359,"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."}}