{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008156287,0.000241092,0.000702315,0.0003771777,0.0001285745,0.00001835036,0.0002101416,0.0002667145,0.0001183636],"category_scores_gemma":[0.0006326961,0.0002245914,0.0004633023,0.0002438938,0.0001379173,0.0001582029,0.00001708065,0.00018955,0.00001330794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008516992,"about_ca_system_score_gemma":0.0002103542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003550062,"about_ca_topic_score_gemma":0.00001331458,"domain_scores_codex":[0.9976903,0.000225702,0.0007471007,0.0005477315,0.0003420069,0.0004471507],"domain_scores_gemma":[0.9979876,0.000395809,0.0001934996,0.0004564088,0.0006616673,0.0003049863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.08202761,0.002648623,0.3718525,0.0007246786,0.01333344,0.00003180337,0.004098144,0.00005722802,0.4172379,0.001447835,0.01641807,0.09012215],"study_design_scores_gemma":[0.09607706,0.02738879,0.2286039,0.0003370449,0.02531643,0.00006152014,0.0001449577,0.01767241,0.5352002,0.004076438,0.06300045,0.002120812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614074,0.00001194148,0.03350591,0.002714824,0.0001853907,0.0009682485,0.0007080053,0.00004870404,0.0004495277],"genre_scores_gemma":[0.9767236,0.0007214965,0.006744971,0.01205411,0.0001657633,0.0003391911,0.00313025,0.00004192155,0.0000787738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432486,"threshold_uncertainty_score":0.9158572,"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."}}