{"id":"W2898804538","doi":"10.1016/j.wneu.2018.10.168","title":"Effect of Intrawound Vancomycin on Surgical Site Infections in Nonspinal Neurosurgical Procedures: A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University; Jewish General Hospital; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Vancomycin; Meta-analysis; Surgical site infection; 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":[0.00520546,0.002481468,0.01389808,0.0034719,0.0005765139,0.002895353,0.001736019,0.00266951,0.003315655],"category_scores_gemma":[0.01516312,0.001755902,0.03227724,0.004815805,0.0006751665,0.001786656,0.0015145,0.002403652,0.0002933541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513595,"about_ca_system_score_gemma":0.002296084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007486712,"about_ca_topic_score_gemma":0.02156469,"domain_scores_codex":[0.9959771,0.001352977,0.001417098,0.0005752506,0.0004370981,0.0002406551],"domain_scores_gemma":[0.9927564,0.004733886,0.001530884,0.000299837,0.0005265574,0.0001524031],"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":[0.004231383,0.00007977244,0.007576506,0.2516868,0.723491,0.0001984575,0.0001169292,0.0003766936,0.0003418137,0.00008427545,0.0004945662,0.01132178],"study_design_scores_gemma":[0.0005768767,0.0002097673,0.004372991,0.007661919,0.9860113,0.00007917058,0.00005150063,0.00008736907,0.00007444328,0.00007841556,0.0007720061,0.00002429029],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009436216,0.9895194,0.0002922048,0.00008053024,0.0001230623,0.00009574299,0.000280724,0.00001575962,0.0001563955],"genre_scores_gemma":[0.2431074,0.7525821,0.001993832,0.0008806175,0.000242772,0.0002554967,0.0005094274,0.00002988079,0.0003984537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01389808,"threshold_uncertainty_score":0.02752948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883533778350341,"score_gpt":0.3752157932066714,"score_spread":0.326380455423168,"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."}}