{"id":"W3155710246","doi":"10.1016/j.ekir.2021.03.550","title":"POS-522 MORTALITY AND CARDIOVASCULAR EVENTS IN ADULTS WITH KIDNEY FAILURE AFTER MAJOR NON-CARDIAC SURGERY: A POPULATION-BASED COHORT STUDY","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Myocardial infarction; Perioperative; Renal function; Cohort; Heart failure; Acute kidney injury; Population; Cardiac surgery; Internal medicine; Cohort study; Cardiology; Surgery; Environmental health","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":[0.0008389833,0.0004293863,0.0005627413,0.0008619086,0.0005557381,0.000986097,0.0005234396,0.0008755349,0.002191974],"category_scores_gemma":[0.001992811,0.0005957786,0.00145412,0.001585619,0.0002251856,0.001000241,0.0007625547,0.0009422833,0.0006665969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002943136,"about_ca_system_score_gemma":0.0003740892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007126191,"about_ca_topic_score_gemma":0.01034501,"domain_scores_codex":[0.9992523,0.0001633695,0.0001181929,0.0001925117,0.0001386544,0.0001349924],"domain_scores_gemma":[0.9989851,0.0000839814,0.0004423543,0.0001502477,0.0001313898,0.000206922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001860986,0.00007321095,0.9988407,0.00001524164,0.0002064203,0.00003942999,0.00004165276,0.0000259095,0.0001166361,0.00001472259,0.0001170106,0.0003228367],"study_design_scores_gemma":[0.00003414812,0.0001590048,0.9991597,0.000008540182,0.0000977882,0.0001019644,0.0001094376,0.0001264934,0.00002004297,0.00001736872,0.0001593719,0.00000619009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996344,0.0003105368,0.0001650364,0.00007230949,0.00001939552,0.00005476774,0.002356924,0.000005088183,0.0006720637],"genre_scores_gemma":[0.9976752,0.0001661654,0.0001078043,0.00009096618,0.00003281873,0.00006807083,0.001515548,0.000003364309,0.0003400631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007126191,"threshold_uncertainty_score":0.01416939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007571053439403714,"score_gpt":0.2513545211379843,"score_spread":0.2437834676985806,"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."}}