{"id":"W2484855149","doi":"10.1097/aln.0000000000001248","title":"Anesthesia Technique and Mortality after Total Hip or Knee Arthroplasty","year":2016,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Perioperative; Anesthesia; Propensity score matching; Anesthetic; Myocardial infarction; Cohort; Pulmonary embolism; Arthroplasty; Cohort study; 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":[0.0008823561,0.0001898386,0.0002599467,0.0005135158,0.0002111901,0.000451895,0.000218245,0.0002058874,0.001115817],"category_scores_gemma":[0.003651274,0.0001388421,0.0006908627,0.0006817722,0.0002281244,0.0002196926,0.000331798,0.0003393193,0.0001126088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181715,"about_ca_system_score_gemma":0.0004198204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265475,"about_ca_topic_score_gemma":0.001582003,"domain_scores_codex":[0.999067,0.0002354075,0.0001555089,0.0001404877,0.0002776745,0.000124014],"domain_scores_gemma":[0.9968992,0.0003527704,0.002266931,0.0001637919,0.0001189279,0.0001982949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003628605,0.00003492387,0.9971095,0.000023317,0.0002417804,0.00005461541,0.00001806209,0.00008449751,0.0001670264,0.00002437596,0.00006909357,0.001810063],"study_design_scores_gemma":[0.00002857587,0.0002795554,0.9986563,0.00001005015,0.00009223032,0.0004201397,0.00003477509,0.0002277925,0.00006800779,0.00003138341,0.0001470479,0.000004176337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987792,0.0005638801,0.0001843673,0.00003265681,0.00001106374,0.00001176554,0.0001676677,0.000003090668,0.0002461653],"genre_scores_gemma":[0.9995673,0.0001544971,0.00006142324,0.00001508824,0.00001316555,0.000005782422,0.0001488493,9.050415e-7,0.0000330028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001265475,"threshold_uncertainty_score":0.004666388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646569351009758,"score_gpt":0.2607955498541208,"score_spread":0.2443298563440233,"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."}}