{"id":"W2069543531","doi":"10.1016/j.spinee.2013.01.003","title":"An economic evaluation of perioperative adverse events associated with spinal surgery","year":2013,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Observational study; Adverse effect; Perioperative; Emergency medicine; Activity-based costing; Health care; Propensity score matching; Indirect costs; Surgery; Intensive care medicine; 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":[0.01491627,0.001176646,0.001709909,0.004486655,0.0008631163,0.002484569,0.001110086,0.001510526,0.003348179],"category_scores_gemma":[0.06571349,0.0005624737,0.00440807,0.003203092,0.0009245511,0.001786203,0.001469244,0.001654764,0.00015147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00931567,"about_ca_system_score_gemma":0.006415172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519501,"about_ca_topic_score_gemma":0.009723943,"domain_scores_codex":[0.9754371,0.0184167,0.001645374,0.0005099828,0.003004145,0.0009867416],"domain_scores_gemma":[0.9492143,0.03825252,0.005689324,0.0009138781,0.003890032,0.002039972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1185665,0.01425031,0.5270828,0.007784152,0.01705039,0.002088475,0.0004933123,0.1222811,0.001327159,0.01421172,0.007874959,0.1669892],"study_design_scores_gemma":[0.01605984,0.06936318,0.5751277,0.002813024,0.01931591,0.002585924,0.003719899,0.2844375,0.001578336,0.008481887,0.01603658,0.0004801828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643112,0.01309486,0.003103172,0.002773145,0.0003321759,0.002628226,0.004556736,0.00003455312,0.009165779],"genre_scores_gemma":[0.9952467,0.001793018,0.001119346,0.0002235434,0.00007566917,0.0002933783,0.0008562502,0.000004662854,0.000387386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519501,"threshold_uncertainty_score":0.07888573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136457316540408,"score_gpt":0.43796800411398,"score_spread":0.3243222724599392,"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."}}