{"id":"W3194510556","doi":"10.22374/cjgim.v16i3.567","title":"Managing Myocardial Injury after Noncardiac Surgery in End Stage Renal Disease: A Clinical Challenge","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Perioperative; Atrial fibrillation; End stage renal disease; Internal medicine; Clinical Practice; Cardiology; Acute kidney injury; Stage (stratigraphy); Disease; Renal injury; Intensive care medicine; Surgery; Renal function; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01923871,0.001009763,0.004658465,0.002685316,0.002768871,0.01189082,0.003542504,0.008946888,0.004153432],"category_scores_gemma":[0.0924697,0.0008398208,0.001669456,0.00237175,0.003910169,0.009924623,0.005099269,0.01521099,0.001316886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006243389,"about_ca_system_score_gemma":0.02963031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01721742,"about_ca_topic_score_gemma":0.06478731,"domain_scores_codex":[0.985612,0.00465464,0.003770417,0.001038667,0.004281478,0.0006428492],"domain_scores_gemma":[0.8944904,0.05932332,0.01189195,0.001318195,0.02440176,0.008574349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0003377655,0.0008768967,0.01742673,0.01685267,0.0008434998,0.0008589733,0.001314048,0.0007903887,0.0003430646,0.008408339,0.1594222,0.7925254],"study_design_scores_gemma":[0.002213318,0.002330031,0.07779478,0.3448094,0.003141883,0.004764366,0.02032364,0.003501921,0.0005852554,0.08977349,0.4498765,0.0008853474],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003289026,0.5072049,0.001001015,0.477923,0.005290077,0.00008311239,0.0001059931,0.00005215892,0.005050643],"genre_scores_gemma":[0.09418229,0.7022475,0.01655724,0.1507481,0.03444315,0.0002795643,0.0003011586,0.00005803791,0.001182969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01923871,"threshold_uncertainty_score":0.1017452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195204085313379,"score_gpt":0.3184448683041123,"score_spread":0.2864928274509785,"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."}}