{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003846447,0.0002477329,0.0004350225,0.0001066364,0.00005997589,0.000009056841,0.00005458633,0.000236019,0.0007038785],"category_scores_gemma":[0.0000530495,0.0001337308,0.0000840171,0.0001038223,0.0003638974,0.00007528972,0.0000275948,0.0001054192,0.0001966033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002885846,"about_ca_system_score_gemma":0.00006235785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002504429,"about_ca_topic_score_gemma":0.000008084671,"domain_scores_codex":[0.9985624,0.0001739993,0.0002808194,0.0004492243,0.0001435815,0.0003900063],"domain_scores_gemma":[0.9990349,0.0002112064,0.00007434702,0.000462376,0.00004517377,0.0001720007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000888336,0.00009824133,0.9838279,0.00007626615,0.00005420977,0.003962541,0.00007572676,1.025682e-7,0.001268882,0.0005070566,0.001379881,0.007860825],"study_design_scores_gemma":[0.0007163691,0.001220127,0.9191441,0.00008831277,0.00008801245,0.005856338,0.00004083314,0.000002090895,0.0004287896,0.0005284467,0.0716822,0.000204375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962387,0.0001859214,0.000223251,0.002292934,0.00001882669,0.0006852677,3.574814e-7,0.0001413327,0.000213417],"genre_scores_gemma":[0.9882028,0.0001439555,0.0007822257,0.006206677,0.0001626027,0.000311808,0.000003682489,0.00003281653,0.004153477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07030232,"threshold_uncertainty_score":0.7706975,"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."}}