{"id":"W2976819768","doi":"10.1016/j.spinee.2019.09.013","title":"Prophylactic postoperative measures to minimize surgical site infections in spine surgery: systematic review and evidence summary","year":2019,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Spine Surgery Institute; University of British Columbia; International Collaboration On Repair Discoveries; NOSM University","funders":"Medtronic","keywords":"Medicine; Surgery; Context (archaeology); Randomized controlled trial; Evidence-based medicine; MEDLINE; Antibiotic prophylaxis; Spinal fusion; Critical appraisal; Systematic review; Lumbosacral joint; Antibiotics","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":[0.00380116,0.001371099,0.007217362,0.003351186,0.0003698434,0.001904284,0.001694715,0.002132005,0.005199236],"category_scores_gemma":[0.01821318,0.000915104,0.008491492,0.003436768,0.0006296947,0.001381938,0.001057055,0.002030899,0.0002987692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415644,"about_ca_system_score_gemma":0.005183717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00684524,"about_ca_topic_score_gemma":0.02599569,"domain_scores_codex":[0.9973781,0.0007708738,0.001015399,0.0002732131,0.000437656,0.0001247693],"domain_scores_gemma":[0.9908289,0.006542224,0.001842638,0.0001124721,0.0005335634,0.0001402261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004458111,0.00004457069,0.0008098015,0.9335318,0.0199757,0.00005019205,0.00007610591,0.0001390306,0.000121753,0.0001228221,0.001325082,0.04335746],"study_design_scores_gemma":[0.001555993,0.0006100534,0.008108173,0.6740304,0.2975824,0.000355196,0.000272713,0.0001955247,0.0002193029,0.0004189119,0.01658162,0.00006968444],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006716544,0.9987696,0.0000700039,0.0001100823,0.00008137504,0.00007600548,0.0001180707,0.000004633681,0.00009867192],"genre_scores_gemma":[0.01253437,0.9862205,0.0004956247,0.0004287839,0.00007502853,0.00009523379,0.00008741812,0.000002775287,0.00006020663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007217362,"threshold_uncertainty_score":0.02010274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0910452440958037,"score_gpt":0.3851231499795829,"score_spread":0.2940779058837791,"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."}}