{"id":"W2212726085","doi":"10.1016/j.jspd.2015.07.009","title":"Variability of Surgical Site Infection With VEPTR at Eight Centers: A Retrospective Cohort Analysis","year":2015,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Surgical site infection prevention","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Retrospective cohort study; Surgical site infection; Cohort; Surgery; General 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":[0.001415299,0.0003576199,0.0005173718,0.001871636,0.0008156874,0.001370259,0.0008136429,0.0005626319,0.001893321],"category_scores_gemma":[0.004514196,0.0006572457,0.000918373,0.00230496,0.0005721047,0.001044584,0.001325048,0.0007131607,0.0003541354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005996047,"about_ca_system_score_gemma":0.0007977632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006762618,"about_ca_topic_score_gemma":0.007659358,"domain_scores_codex":[0.9972937,0.000535541,0.0004463991,0.0008308406,0.0004182393,0.0004753503],"domain_scores_gemma":[0.9946163,0.00074929,0.002718116,0.0007592131,0.0005895935,0.0005673979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001943062,0.00001150921,0.9994195,0.000002520272,0.00003432353,0.00003363886,0.00005749119,0.00001524523,0.00004884708,0.000007268063,0.00002839313,0.0003218559],"study_design_scores_gemma":[0.000002895386,0.0001048947,0.9981742,0.000006693359,0.00003244332,0.0004910973,0.0008219071,0.0001684696,0.00005534934,0.00001361246,0.0001213487,0.000007180809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989278,0.0001028575,0.0002797314,0.00001920347,0.000005402768,0.00001288953,0.0003998741,0.000006343175,0.0002458837],"genre_scores_gemma":[0.9995385,0.00003187905,0.0001079399,0.00001218873,0.000003417728,0.000006708878,0.0002371334,0.000004482838,0.00005772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006762618,"threshold_uncertainty_score":0.01344651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163388023162659,"score_gpt":0.2713375276937055,"score_spread":0.2597036474620789,"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."}}