{"id":"W3182376309","doi":"10.1097/sla.0000000000005040","title":"Association of Kidney Function With Major Postoperative Events After Noncardiac Ambulatory Surgeries","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Ambulatory; Kidney disease; Renal function; Odds ratio; Perioperative; Dialysis; Population; Myocardial infarction; Confidence interval; Retrospective cohort study; Acute kidney injury; Emergency medicine; Internal medicine; Surgery","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":[0.0009583613,0.0002864685,0.0002364864,0.0005762628,0.0002450307,0.0005421855,0.0004426042,0.0003335337,0.0009516141],"category_scores_gemma":[0.003125749,0.00015319,0.0005970912,0.0007499394,0.0002574074,0.0002603172,0.0004600313,0.0006349555,0.0000908431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772095,"about_ca_system_score_gemma":0.001018352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02807414,"about_ca_topic_score_gemma":0.04351015,"domain_scores_codex":[0.9993106,0.0001506612,0.00007367434,0.0001314353,0.0001736019,0.0001600833],"domain_scores_gemma":[0.9972795,0.000339061,0.001685742,0.0001047973,0.0002719532,0.0003188592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003856077,0.00001646614,0.9991455,0.0000124782,0.00007249545,0.00001299669,0.000007476108,0.00004355445,0.00003197449,0.000009273021,0.00006568847,0.0005433625],"study_design_scores_gemma":[0.000003336474,0.00003422683,0.999481,0.000007453676,0.00003435604,0.00006737379,0.00002945283,0.0002358451,0.00002308239,0.00001108237,0.00007091734,0.000001973536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973525,0.0009700835,0.0002202734,0.0001433114,0.00001671277,0.00001063088,0.00092437,0.000005907953,0.000356244],"genre_scores_gemma":[0.9990849,0.0001824286,0.00009313116,0.00003372788,0.00001688685,0.000004128122,0.0004790126,9.234693e-7,0.0001047659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807414,"threshold_uncertainty_score":0.05582148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04803962690661825,"score_gpt":0.2848320805493871,"score_spread":0.2367924536427688,"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."}}