{"id":"W2330045433","doi":"10.1016/j.wneu.2015.06.019","title":"Letter to the Editor Regarding The Use of Vancomycin Powder in Modern Spine Surgery: Systematic Review and Meta-Analysis of the Clinical Evidence","year":2015,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Vancomycin; Periprosthetic; Surgery; Arthroplasty; Antibiotics; Relative risk; Internal medicine; Confidence interval; Staphylococcus aureus; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009306451,0.0003971249,0.005142145,0.000641596,0.0000584515,0.0000479983,0.0003327335,0.0002338326,0.0002112431],"category_scores_gemma":[0.01480979,0.0001672086,0.003624522,0.002971086,0.0001941872,0.000148425,0.0002635151,0.001714738,0.000006530108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006236127,"about_ca_system_score_gemma":0.0001026727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006583227,"about_ca_topic_score_gemma":0.0001011224,"domain_scores_codex":[0.989539,0.005411386,0.002906318,0.0006075731,0.001225077,0.0003106077],"domain_scores_gemma":[0.9798089,0.01586391,0.001801049,0.002074301,0.0003654491,0.00008634442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000229147,0.00004006481,0.004337579,0.0191776,0.00969697,0.00003868584,0.00001410763,0.00005136083,0.000006820111,6.924141e-7,0.9665757,0.00003748331],"study_design_scores_gemma":[0.00012146,0.00002623438,0.006518746,0.0173079,0.4171579,0.00004036886,0.000001551104,0.00009814186,0.00001470085,0.00000977192,0.5584306,0.0002726804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002034045,0.02136328,0.00006173669,0.9691022,0.003695694,0.003649571,0.00004123038,0.00002912553,0.00002310187],"genre_scores_gemma":[0.01814299,0.001415714,0.00001460472,0.9707356,0.003188412,0.000350258,0.00001817232,0.00006813722,0.006066087],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4081452,"threshold_uncertainty_score":0.9934889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583849678743012,"score_gpt":0.3711554568415221,"score_spread":0.1127704889672209,"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."}}