{"id":"W2345091722","doi":"10.1097/brs.0000000000001668","title":"Surgical Site Infections in Posterior Lumbar Surgery","year":2016,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Warwick","keywords":"Medicine; Lumbar; Perioperative; Surgery; Odds ratio; Confounding; Retrospective cohort study; Logistic regression; Decompression; Incidence (geometry); Single Center; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007476268,0.0003774495,0.0004889269,0.001189501,0.0005971842,0.0007254108,0.0004245229,0.0005996256,0.001587543],"category_scores_gemma":[0.002210153,0.0006506023,0.0005911517,0.001122456,0.0004450321,0.000628548,0.0006252314,0.0005276187,0.00022048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302303,"about_ca_system_score_gemma":0.0007101836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803337,"about_ca_topic_score_gemma":0.004025782,"domain_scores_codex":[0.9990087,0.0001815479,0.0001472344,0.0002486747,0.0002548723,0.0001590664],"domain_scores_gemma":[0.9977248,0.0002807265,0.001398234,0.0001267437,0.0001828326,0.0002866258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006185851,0.00003047468,0.9993734,0.00001067956,0.00002154094,0.00007645474,0.00002578575,0.000008086138,0.00008450881,0.000002999917,0.00002017549,0.0002842543],"study_design_scores_gemma":[0.00001596883,0.0003610285,0.9981704,0.00001377352,0.00002098319,0.0009778063,0.0002353025,0.00007375334,0.00005057978,0.000006660197,0.0000700071,0.000003788032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994984,0.0001605585,0.00006010023,0.000008846989,0.000003842911,0.00002720144,0.0001481725,0.000001393654,0.00009154468],"genre_scores_gemma":[0.9994443,0.0001293958,0.00008970757,0.00002054468,0.000009802435,0.00003262253,0.0002393494,9.516002e-7,0.00003336827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002803337,"threshold_uncertainty_score":0.005573988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093110606999388,"score_gpt":0.2970728405662768,"score_spread":0.2761417344962829,"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."}}