{"id":"W2073866989","doi":"10.1038/sj.ki.5001700","title":"Sustained low-efficiency dialysis in the ICU: Cost, anticoagulation, and solute removal","year":2006,"lang":"en","type":"article","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Dialysis; Medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006485451,0.0001326261,0.0001793522,0.000338005,0.00009430287,0.00008468529,0.0002580938,0.00007553255,0.0004376904],"category_scores_gemma":[0.001194825,0.00009718505,0.00007086637,0.0004184639,0.0001568273,0.0001481334,0.0001143538,0.0002391804,0.00004172778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553904,"about_ca_system_score_gemma":0.0002853241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002393805,"about_ca_topic_score_gemma":0.00001956006,"domain_scores_codex":[0.9982005,0.00008068169,0.0003544417,0.0002814792,0.0007856999,0.0002971939],"domain_scores_gemma":[0.9991249,0.0001404376,0.0000729821,0.0002500903,0.0002575932,0.0001539893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006681004,0.001410825,0.2526985,0.0001046217,0.0002518992,0.000980923,0.001286372,0.00003624295,0.0126491,0.03563165,0.6874008,0.006880932],"study_design_scores_gemma":[0.01226575,0.0003114619,0.5271503,0.0002414148,0.0002304417,0.001400591,0.0009957249,0.07696716,0.002621928,0.007716976,0.3694734,0.0006248045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6537205,0.0001409901,0.004876834,0.2093874,0.0006043664,0.001541463,0.0003221072,0.0001076278,0.1292987],"genre_scores_gemma":[0.9913631,0.000021987,0.0007994961,0.002604537,0.0005147026,0.00005000507,0.0005224075,0.00001570524,0.004108026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376426,"threshold_uncertainty_score":0.4792403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621701798407785,"score_gpt":0.3119726400563281,"score_spread":0.2957556220722503,"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."}}