{"id":"W2018247090","doi":"10.1097/brs.0b013e3181eadd41","title":"Rates of Infection After Spine Surgery Based on 108,419 Procedures","year":2010,"lang":"en","type":"article","venue":"Spine","topic":"Surgical site infection prevention","field":"Medicine","cited_by":407,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Kyphosis; Surgery; Scoliosis; Wound infection; Mortality rate; Spinal fusion; Infection rate; Retrospective cohort study; Radiography","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":[0.00287426,0.0003305691,0.0006399954,0.004383712,0.0004274403,0.001063103,0.000618599,0.0005163161,0.001117523],"category_scores_gemma":[0.008840174,0.0005248006,0.0007861348,0.003505538,0.0003866212,0.00102716,0.0008852315,0.0005290146,0.000388934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019359,"about_ca_system_score_gemma":0.000765487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528707,"about_ca_topic_score_gemma":0.003033915,"domain_scores_codex":[0.9945885,0.001275282,0.001541615,0.0009550356,0.001285902,0.0003537047],"domain_scores_gemma":[0.9820344,0.004215588,0.0109765,0.000656328,0.001571583,0.0005455309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006079151,0.00001697726,0.9980534,0.00007941345,0.00005423108,0.00007161972,0.00005514408,0.00002364689,0.00005900848,0.000009056142,0.0001582789,0.001358454],"study_design_scores_gemma":[0.00001023155,0.0001298195,0.997846,0.00005883833,0.00006295501,0.0009770542,0.0002122676,0.0001431445,0.000114392,0.0000109723,0.0004255963,0.000008701551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907024,0.001533135,0.0004475609,0.00004506429,0.00001172211,0.0001316632,0.006486387,0.00001893029,0.0006232382],"genre_scores_gemma":[0.9918563,0.0008718193,0.0005848894,0.00007861628,0.00002543474,0.0002600107,0.006184643,0.00000855915,0.0001297341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004383712,"threshold_uncertainty_score":0.01520067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301549583000107,"score_gpt":0.2989983820365312,"score_spread":0.2859828862065301,"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."}}