{"id":"W2126372010","doi":"10.1093/ndt/gfu314","title":"Economics of dialysis dependence following renal replacement therapy for critically ill acute kidney injury patients","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Critically ill; Dialysis; Intensive care medicine; Dialysis Therapy; Hemodialysis; Kidney disease; 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":[0.002724324,0.0004458446,0.0004580214,0.000709068,0.0002653153,0.001288759,0.0006005487,0.0005966029,0.002646348],"category_scores_gemma":[0.01405082,0.0002267105,0.001405117,0.0005984708,0.0004286267,0.0009439106,0.0008767708,0.0008476546,0.00008671371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00357364,"about_ca_system_score_gemma":0.001763639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294779,"about_ca_topic_score_gemma":0.004401973,"domain_scores_codex":[0.9981328,0.001335713,0.00008211276,0.00008320635,0.0001929782,0.0001732467],"domain_scores_gemma":[0.9914948,0.00576891,0.001860323,0.0001110699,0.0003042448,0.0004606788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004766738,0.001277859,0.581242,0.0007660575,0.002790738,0.001521037,0.0002357128,0.3486394,0.001043999,0.01061532,0.002200332,0.04490083],"study_design_scores_gemma":[0.001279525,0.00760927,0.5406018,0.0009051032,0.00247112,0.003792704,0.001602426,0.410218,0.001627679,0.02440228,0.00533169,0.0001583693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907143,0.002001049,0.002462008,0.001551799,0.00002921716,0.0001376289,0.0006165883,0.000009390189,0.002478046],"genre_scores_gemma":[0.9989293,0.0003271417,0.0003458872,0.00009682691,0.00001324623,0.00002147567,0.0001325494,0.000001679352,0.0001317845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006294779,"threshold_uncertainty_score":0.02592868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290103749828149,"score_gpt":0.2988223098450273,"score_spread":0.2859212723467459,"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."}}