{"id":"W4396998277","doi":"10.1681/asn.20203110s1646a","title":"Cardiovascular Events and Mortality in Adults with Kidney Failure after Major Noncardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004470422,0.0001987557,0.0002491902,0.0007612482,0.0005782882,0.0005214995,0.0004308034,0.0002415048,0.001090824],"category_scores_gemma":[0.001382497,0.0001700127,0.0003319913,0.001549331,0.0002608571,0.0002560492,0.0004487115,0.0006469952,0.0001241454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222959,"about_ca_system_score_gemma":0.001922259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2476337,"about_ca_topic_score_gemma":0.3414992,"domain_scores_codex":[0.9995663,0.00004132485,0.00004067226,0.00006238883,0.0001669262,0.0001224843],"domain_scores_gemma":[0.9991139,0.00004843513,0.0004324327,0.00003279529,0.0001585415,0.0002139197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001369412,0.00001024185,0.999193,0.000009344492,0.00001968449,0.00002135763,0.00002780136,0.00001158316,0.00001402084,0.000009384019,0.0002220954,0.0004477422],"study_design_scores_gemma":[0.000002264851,0.00001241703,0.9996753,0.00001079069,0.000008694024,0.00005593328,0.00005864771,0.00002763891,0.000005022343,0.000009326882,0.0001325905,0.000001342584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941654,0.001253095,0.00007847352,0.0002772487,0.00002793293,0.00002801149,0.002925028,0.000007035915,0.001237584],"genre_scores_gemma":[0.9974196,0.0005259182,0.00008334768,0.0001048149,0.00003580171,0.00001390095,0.001657317,0.000001196742,0.0001580764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2476337,"threshold_uncertainty_score":0.4923846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00944018632541325,"score_gpt":0.2335019711286758,"score_spread":0.2240617848032626,"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."}}