{"id":"W1984404763","doi":"10.1097/brs.0000000000000149","title":"Complications After Lumbar Spine Surgery Between Teaching and Nonteaching Hospitals","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Medicine; Perioperative; Comorbidity; Lumbar; Cohort; Retrospective cohort study; Surgery; Deep vein; Population; Spinal fusion; Internal medicine; Thrombosis","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":[],"consensus_categories":[],"category_scores_codex":[0.000540255,0.0001730251,0.0004613323,0.000147383,0.0001195934,0.00002232464,0.00006881532,0.00008856953,0.00007091714],"category_scores_gemma":[0.000489907,0.0001475245,0.0001278233,0.00007203305,0.00008690194,0.000124073,0.00008332708,0.0003835812,0.00008369854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002326978,"about_ca_system_score_gemma":0.00001668882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007376075,"about_ca_topic_score_gemma":0.0000116311,"domain_scores_codex":[0.9988412,0.00009382446,0.0003496334,0.0003202469,0.0001217523,0.0002733394],"domain_scores_gemma":[0.9993288,0.00001526094,0.00008020718,0.0003655681,0.00004395081,0.000166207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001554642,0.0002918222,0.7028695,0.0004458455,0.0002160685,0.00005724956,0.0006577763,9.116619e-7,0.03714082,0.003837276,0.01046164,0.2440055],"study_design_scores_gemma":[0.0004296183,0.0003265222,0.9935925,0.0002357509,0.00008110795,0.00005568987,0.00002821728,0.0001453758,0.0002475503,0.0001592797,0.004536515,0.0001618767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707288,0.0004432554,0.01313097,0.005232183,0.0001273596,0.0002085359,0.000007930063,0.0001071241,0.01001388],"genre_scores_gemma":[0.9906647,0.00002237704,0.005423672,0.002385155,0.0004729634,0.00003685556,0.0000906599,0.00002995735,0.0008736646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2907229,"threshold_uncertainty_score":0.6015874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020005325420264,"score_gpt":0.2983645138654366,"score_spread":0.2783591884451726,"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."}}