{"id":"W2141701308","doi":"10.2215/cjn.06480612","title":"Association between AKI, Recovery of Renal Function, and Long-Term Outcomes after Hospital Discharge","year":2012,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":297,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada; Alberta Heritage Foundation for Medical Research; Kidney Foundation of Canada","keywords":"Medicine; Hazard ratio; Renal function; Acute kidney injury; Confidence interval; Creatinine; Internal medicine; Adverse effect; Cohort study; Cohort; Population; Kidney disease; Intensive care medicine","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":[0.002082705,0.0001258826,0.001003645,0.00004326977,0.00004132646,0.000004664718,0.0002032329,0.0001708289,0.00009016259],"category_scores_gemma":[0.0008363061,0.00007797884,0.000935171,0.0001881671,0.001083678,0.0001569248,0.0001784365,0.0007908006,0.000003895648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008371046,"about_ca_system_score_gemma":0.0001585493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007379452,"about_ca_topic_score_gemma":5.497363e-7,"domain_scores_codex":[0.997618,0.0003839756,0.001066007,0.0001249251,0.0004898919,0.0003172251],"domain_scores_gemma":[0.9956532,0.001356978,0.002109698,0.0002557757,0.000362206,0.0002622134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007846685,0.0003111596,0.9192979,0.00002489215,0.002151727,8.400049e-7,0.0001299378,4.679814e-8,0.0007772868,0.000001633665,0.07335646,0.00316339],"study_design_scores_gemma":[0.001565028,0.002766903,0.9914197,0.00003788299,0.0008860804,0.0000217455,0.0001026729,0.000001403557,0.00006180174,0.00009214854,0.002979596,0.00006505581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704607,0.0002422349,0.0003296776,0.02845106,0.0003101091,0.0001422058,0.00004340458,0.000003967317,0.00001662893],"genre_scores_gemma":[0.988003,0.0005570173,0.0008495967,0.009332482,0.0009698507,0.000002663475,0.000003540275,0.00001581549,0.0002660237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07212172,"threshold_uncertainty_score":0.3992856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410407753817261,"score_gpt":0.3817946222942979,"score_spread":0.3407538469125718,"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."}}