{"id":"W2922705421","doi":"10.2215/cjn.05530518","title":"Selection and Receipt of Kidney Replacement in Critically Ill Older Patients with AKI","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Queen's University; Toronto General Hospital; Vancouver General Hospital; Kingston General Hospital; Mount Sinai Hospital; University of Calgary; St. Paul's Hospital; Centre Hospitalier Universitaire de Sherbrooke; University of British Columbia; Centre Hospitalier de l’Université de Montréal; University Health Network; Health Sciences Centre; Ottawa Hospital; Hôpital du Sacré-Cœur de Montréal; University of Ottawa; University of Toronto; Université de Sherbrooke; St. Michael's Hospital; Sunnybrook Health Science Centre; Université de Montréal; University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Renal replacement therapy; Interquartile range; Acute kidney injury; Intensive care unit; Hazard ratio; Kidney disease; Intensive care medicine; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118992,0.0001010055,0.0007812128,0.00005304036,0.00001961951,0.000002605452,0.0001857601,0.00009753449,0.0000944962],"category_scores_gemma":[0.001522758,0.00006085696,0.0002632107,0.00032181,0.001209066,0.00005292226,0.0001088221,0.0007291724,0.000001658449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005869983,"about_ca_system_score_gemma":0.0005020356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002246155,"about_ca_topic_score_gemma":0.000001296321,"domain_scores_codex":[0.9979193,0.000338535,0.0009145165,0.0001741768,0.0004305626,0.0002229671],"domain_scores_gemma":[0.9968392,0.0005787866,0.0008771342,0.0002476887,0.001181079,0.0002760876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004416403,0.0005958381,0.8980001,0.00006035793,0.0003159999,0.00000117217,0.0001484156,8.003163e-7,0.003321412,0.000006607203,0.09046373,0.002669202],"study_design_scores_gemma":[0.006521955,0.013364,0.9631757,0.0001776325,0.0001451357,0.00006395641,0.0004011357,0.0001434906,0.000261963,0.00005545811,0.01562171,0.00006786558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662957,0.00001942355,0.00007533892,0.03315159,0.00007865787,0.0002790808,0.000009269412,0.000002375039,0.00008855218],"genre_scores_gemma":[0.9247935,0.0002451501,0.006913291,0.06784984,0.00008142326,0.000001859884,0.000001775378,0.00001477874,0.00009842232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07484202,"threshold_uncertainty_score":0.4454856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897843643304762,"score_gpt":0.3592833025352591,"score_spread":0.3403048661022115,"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."}}