{"id":"W2129984566","doi":"10.1016/j.jval.2013.08.1875","title":"Economics of Dialysis Dependence Following Acute Kidney Injury (AKI) in the Intensive Care Unit (ICU)","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Renal replacement therapy; Dialysis; Medicine; Acute kidney injury; Intensive care unit; Intensive care medicine; Logistic regression; Emergency medicine; Internal medicine","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":[0.0009634689,0.0001878126,0.0003063237,0.001330777,0.0004550974,0.001659201,0.000544405,0.0006498921,0.005031285],"category_scores_gemma":[0.0114522,0.0002374056,0.0006968493,0.001167006,0.0005578027,0.001480314,0.0016158,0.00124659,0.0001493613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198405,"about_ca_system_score_gemma":0.001817888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138142,"about_ca_topic_score_gemma":0.01351363,"domain_scores_codex":[0.9987162,0.0006405698,0.000144275,0.00007172164,0.0001704742,0.0002566864],"domain_scores_gemma":[0.9901271,0.003570809,0.003490531,0.0001360631,0.0006634089,0.002011977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005741612,0.0003958167,0.9769711,0.00007268607,0.0001967057,0.0007940578,0.000167622,0.002854771,0.0001535088,0.007561556,0.001569284,0.00868885],"study_design_scores_gemma":[0.0000436938,0.0003145345,0.9771081,0.0001076554,0.00009571331,0.00141289,0.002237807,0.009054046,0.0001122998,0.008465032,0.001017093,0.00003111757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887363,0.001594553,0.0004312366,0.004472362,0.00003662412,0.00003271151,0.0006402536,0.00000484888,0.004051068],"genre_scores_gemma":[0.9991973,0.000326509,0.00007681009,0.00009101386,0.00002995474,0.000004062625,0.0001215616,0.000001597192,0.0001512888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138142,"threshold_uncertainty_score":0.02320611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0585108468849773,"score_gpt":0.3631161792049629,"score_spread":0.3046053323199856,"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."}}