{"id":"W2329399554","doi":"10.5414/cnp63267","title":"Benefit of continuous renal replacement therapy in subgroups of acutely ill patients: a retrospective analysis","year":2005,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Renal replacement therapy; Dialysis; Hemodialysis; Population; Acute kidney injury; Hemofiltration; Intensive care medicine; Internal medicine; Intensive care unit; Relative risk; Confidence interval","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":[0.001605431,0.0002740645,0.0007474112,0.0009341211,0.0003855082,0.0007569614,0.0004087831,0.0004632774,0.0009441093],"category_scores_gemma":[0.005344909,0.0002666833,0.001066181,0.001258326,0.0004172825,0.0004614688,0.0005165999,0.0004821945,0.00012204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564393,"about_ca_system_score_gemma":0.0004383236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485583,"about_ca_topic_score_gemma":0.001162553,"domain_scores_codex":[0.9976998,0.0007909976,0.0004878389,0.0005302511,0.0003283226,0.0001626613],"domain_scores_gemma":[0.9939163,0.001571815,0.003137417,0.0005352375,0.0002908189,0.000548353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005353349,0.00004017106,0.9976287,0.00002620121,0.0002680096,0.0000929493,0.00005771089,0.00004757575,0.0001401183,0.00002163816,0.00005116482,0.001090448],"study_design_scores_gemma":[0.00006247691,0.0005144568,0.9974191,0.00002158251,0.0003036346,0.0007205382,0.0002181559,0.0003598162,0.0001147287,0.00003886664,0.0002166024,0.000009918088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998881,0.0006815063,0.0000953297,0.00002714757,0.000004292838,0.00001602211,0.0001747399,0.000001841793,0.0001181596],"genre_scores_gemma":[0.9995099,0.0001484157,0.0000607382,0.00002449906,0.000009715443,0.0000116891,0.0002201946,0.000001121771,0.00001359767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001605431,"threshold_uncertainty_score":0.008490443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328556183640555,"score_gpt":0.3765493608312956,"score_spread":0.3432637989948901,"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."}}