{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002603061,0.0003985528,0.0008720019,0.0009103518,0.0006086221,0.00302538,0.0007346901,0.001236329,0.003670118],"category_scores_gemma":[0.02075481,0.0002659685,0.001195325,0.001247431,0.0004806868,0.001489994,0.0009942221,0.001507691,0.000213944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003959983,"about_ca_system_score_gemma":0.00309051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051043,"about_ca_topic_score_gemma":0.00623879,"domain_scores_codex":[0.9972519,0.001243414,0.0003041245,0.0001101473,0.0007559157,0.0003344785],"domain_scores_gemma":[0.985625,0.007928847,0.003432122,0.0002893615,0.001408795,0.001315838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006293174,0.000979468,0.8673317,0.0004478604,0.001503352,0.002094706,0.000202402,0.004828707,0.001791606,0.004447171,0.002393212,0.1076866],"study_design_scores_gemma":[0.0002506589,0.002682412,0.9493042,0.0003633634,0.001461639,0.008811048,0.001201591,0.02574235,0.00125002,0.006272338,0.002566105,0.00009420673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738485,0.01269046,0.001590557,0.007717135,0.0001075162,0.00005065198,0.0002322676,0.00001789488,0.003744988],"genre_scores_gemma":[0.9978776,0.001093921,0.000449998,0.0002018657,0.00009823908,0.000009212215,0.00006622732,0.000006690439,0.0001961882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004051043,"threshold_uncertainty_score":0.02873182,"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."}}