{"id":"W2781039281","doi":"10.1007/s00464-017-6012-0","title":"Wound protectors in reducing surgical site infections in lower gastrointestinal surgery: an updated meta-analysis","year":2017,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Surgical site infection prevention","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Kingston General Hospital","funders":"","keywords":"Medicine; Abdominal surgery; Hepatology; Surgery; Meta-analysis; Surgical site infection; General surgery; Internal medicine","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":[0.002768766,0.00199625,0.008862467,0.001981292,0.0003248277,0.001879917,0.001193886,0.001657995,0.00425403],"category_scores_gemma":[0.007791459,0.001000116,0.02076074,0.002815408,0.0003639117,0.001242983,0.0009706768,0.002502873,0.0004142936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007861179,"about_ca_system_score_gemma":0.001231121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005603783,"about_ca_topic_score_gemma":0.01617321,"domain_scores_codex":[0.9982842,0.0005316015,0.0005307227,0.0002900661,0.0002346045,0.0001288142],"domain_scores_gemma":[0.9972852,0.001694072,0.0005692737,0.0001135606,0.0002640435,0.00007380582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008820381,0.0001233388,0.008323307,0.2778135,0.6521903,0.0001938136,0.0001196189,0.0006339561,0.0007202587,0.0001677286,0.002010145,0.04888359],"study_design_scores_gemma":[0.001686699,0.0003534398,0.007462982,0.009979777,0.9771419,0.00009922058,0.00005525976,0.0001185745,0.0001199249,0.0001850708,0.002765295,0.00003172559],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006126651,0.9925843,0.0002624567,0.0001207627,0.0001700306,0.00004667017,0.0003722273,0.00001731171,0.0002995679],"genre_scores_gemma":[0.1444348,0.850981,0.001350014,0.001427914,0.0003820411,0.0001125877,0.0006881228,0.00003088624,0.0005926024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008862467,"threshold_uncertainty_score":0.01464283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684489133398172,"score_gpt":0.4254396983602686,"score_spread":0.2569907850204514,"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."}}