{"id":"W6959533456","doi":"10.11575/prism/45997","title":"Mortality and cardiovascular events in adults with kidney failure after major non-cardiac surgery: a population-based cohort study","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Incidence (geometry); Cohort study; Retrospective cohort study; Myocardial infarction; Kidney transplantation; Cohort; Logistic regression; Kidney transplant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009881576,0.0004039045,0.0004188771,0.001021264,0.0009283941,0.001085881,0.000878753,0.0006736575,0.001087361],"category_scores_gemma":[0.001864575,0.0004536947,0.0008936917,0.002541151,0.0003682712,0.0006220849,0.0007366208,0.001033428,0.0002410289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048296,"about_ca_system_score_gemma":0.001670558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1643329,"about_ca_topic_score_gemma":0.202038,"domain_scores_codex":[0.9990026,0.000170644,0.0001155558,0.0002637056,0.0002549515,0.0001924992],"domain_scores_gemma":[0.9986569,0.00009154352,0.0004809689,0.000143498,0.0003078635,0.0003192896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003336828,0.00002590556,0.9992912,0.000007834707,0.00008635212,0.00002486422,0.00004642359,0.00001758567,0.00004332188,0.00001184394,0.0001647508,0.0002465243],"study_design_scores_gemma":[0.00001050522,0.00003597062,0.9994175,0.000008725794,0.00004399342,0.00005555121,0.0001410663,0.00009781987,0.00001052041,0.00001209892,0.0001624281,0.00000384264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937595,0.0003920519,0.0002069897,0.0001512924,0.00002067418,0.00007009115,0.004838747,0.000007225323,0.0005533813],"genre_scores_gemma":[0.9966492,0.000230134,0.0001936484,0.0001113985,0.00002893562,0.00005332714,0.002512764,0.000002645239,0.000217943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1643329,"threshold_uncertainty_score":0.3267527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00819697167863229,"score_gpt":0.1805130915683431,"score_spread":0.1723161198897108,"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."}}