{"id":"W2326978335","doi":"10.1097/ccm.0000000000000042","title":"The Association Between Renal Replacement Therapy Modality and Long-Term Outcomes Among Critically Ill Adults With Acute Kidney Injury","year":2013,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Alberta; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Renal replacement therapy; Dialysis; Hemodialysis; Kidney disease; Acute kidney injury; Peritoneal dialysis; Population; Nephrology; Renal function; Home hemodialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007117328,0.0001584131,0.0002039634,0.0003966517,0.0003010457,0.0004316257,0.0003170484,0.0003521132,0.001024946],"category_scores_gemma":[0.003836066,0.0001159398,0.0003020614,0.0005786839,0.0002230905,0.0003305524,0.0003186508,0.000500677,0.00006288818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006908334,"about_ca_system_score_gemma":0.0008075325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02501868,"about_ca_topic_score_gemma":0.0378004,"domain_scores_codex":[0.9994211,0.000118225,0.00007599018,0.0001111563,0.0001492253,0.000124232],"domain_scores_gemma":[0.9970155,0.0003995725,0.00176007,0.0001152547,0.0002876832,0.0004219376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005042074,0.00001004716,0.9995092,0.000003653894,0.00002627421,0.00001103922,0.000009022059,0.00001394861,0.00004336689,0.000003885146,0.00002329643,0.0002956503],"study_design_scores_gemma":[0.000004978438,0.00003543188,0.9996793,0.000004939441,0.00001566122,0.00006496976,0.00002953057,0.000103294,0.00001741711,0.000004966029,0.00003845981,0.000001028703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992318,0.0003568447,0.00003575556,0.00006659676,0.000003232907,0.000003826667,0.0001861663,0.000001027944,0.0001147399],"genre_scores_gemma":[0.999692,0.0000856853,0.00002365476,0.0000124417,0.000006239981,0.000002574712,0.0001457059,2.65489e-7,0.00003154105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02501868,"threshold_uncertainty_score":0.04974616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273900672195913,"score_gpt":0.3603361604697973,"score_spread":0.3375971537478382,"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."}}