{"id":"W1977036725","doi":"10.1053/j.ajkd.2006.06.002","title":"One-Year Mortality in Critically Ill Patients by Severity of Kidney Dysfunction: A Population-Based Assessment","year":2006,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Calgary; Alberta Health Services","funders":"Fondation pour la Recherche Médicale; Canadian Intensive Care Foundation; Intensive Care Foundation","keywords":"Medicine; Critically ill; Intensive care medicine; Critical illness; Acute kidney injury; Population; Severity of illness; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001735271,0.0008316229,0.00125954,0.002483733,0.0008935879,0.0009213313,0.0007513085,0.001572342,0.001008769],"category_scores_gemma":[0.003470158,0.0006512524,0.001647654,0.001819327,0.0006215275,0.002393398,0.001062273,0.001329832,0.000243273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635859,"about_ca_system_score_gemma":0.0004053428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561609,"about_ca_topic_score_gemma":0.005584203,"domain_scores_codex":[0.9990213,0.0003757899,0.0001077031,0.0002040411,0.0001779255,0.0001133031],"domain_scores_gemma":[0.9981273,0.000412001,0.0005524004,0.0001819675,0.0002767654,0.000449539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006507012,0.0001220586,0.9977973,0.000009245286,0.0001797279,0.00008627337,0.000099453,0.0001297564,0.0001727763,0.00001463489,0.00006631211,0.0006719281],"study_design_scores_gemma":[0.00003089169,0.0005506015,0.9981409,0.000002409513,0.00008142881,0.0002585013,0.0002997183,0.0005107542,0.00003648546,0.00003105373,0.00004270153,0.00001442048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993723,0.0000747761,0.000106309,0.0000305541,0.000003619222,0.00001069983,0.0002487135,0.000005002415,0.0001480403],"genre_scores_gemma":[0.9992268,0.00007377925,0.00008885483,0.00001832574,0.00001557365,0.00001460764,0.0004950766,0.000002040719,0.00006492809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005561609,"threshold_uncertainty_score":0.01105851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102796265130818,"score_gpt":0.3166439640626186,"score_spread":0.3056160014113104,"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."}}