{"id":"W4402202663","doi":"10.1186/s13643-024-02639-5","title":"Antibiotic prophylaxis for the prevention of surgical site infections following colorectal surgery: protocol for network meta-analysis of randomized trials","year":2024,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Surgical site infection prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; McMaster University; Impact","funders":"","keywords":"Medicine; Randomized controlled trial; Antibiotic prophylaxis; Colorectal surgery; Meta-analysis; MEDLINE; Intensive care medicine; CINAHL; Adverse effect; Clinical trial; Surgery; Internal medicine; Antibiotics; Psychological intervention; Abdominal surgery","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":[0.0914648,0.007541414,0.01927099,0.01020299,0.00190631,0.006550678,0.005066311,0.006152584,0.05030454],"category_scores_gemma":[0.1888621,0.004019148,0.03210802,0.009670882,0.00277971,0.006047559,0.004691786,0.007902718,0.004222237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01076181,"about_ca_system_score_gemma":0.01962547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003931669,"about_ca_topic_score_gemma":0.005894368,"domain_scores_codex":[0.9194149,0.05212028,0.01737259,0.004551901,0.004757422,0.00178297],"domain_scores_gemma":[0.9227664,0.04569564,0.01310151,0.008133566,0.008705287,0.001597702],"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":[0.0585388,0.0005975212,0.002741427,0.7510842,0.09414021,0.0004828951,0.0009866663,0.009196027,0.001242685,0.008130006,0.03441412,0.03844553],"study_design_scores_gemma":[0.2865763,0.00573556,0.01142177,0.2283552,0.2138667,0.0006619081,0.0009570712,0.02606649,0.003806795,0.03815413,0.1834947,0.000903293],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001051379,0.004821291,0.009047029,0.0007846612,0.0006427861,0.9743849,0.007603979,0.000474627,0.001189406],"genre_scores_gemma":[0.001517599,0.0006859032,0.008747999,0.0001935706,0.00002545732,0.9879288,0.0006220092,0.00002624034,0.0002525496],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0914648,"threshold_uncertainty_score":0.4837179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301652609919408,"score_gpt":0.4553965536653074,"score_spread":0.2252312926733666,"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."}}