{"id":"W1480711008","doi":"10.1001/jama.299.7.793","title":"Renal Replacement Therapy in Patients With Acute Renal Failure","year":2008,"lang":"en","type":"article","venue":"JAMA","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Renal replacement therapy; Hemodialysis; Dialysis; Hemofiltration; Relative risk; Surgery; Urology; Internal medicine; 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":[0.01488605,0.0005335453,0.004507086,0.003395789,0.0003979618,0.001265514,0.0009910195,0.001838109,0.003342524],"category_scores_gemma":[0.08820448,0.0005076699,0.004151632,0.004789995,0.0005230697,0.001316469,0.0008561388,0.001620398,0.0003004364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417036,"about_ca_system_score_gemma":0.003589258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317182,"about_ca_topic_score_gemma":0.00529634,"domain_scores_codex":[0.9709139,0.01812342,0.006988993,0.001043834,0.002692895,0.0002369523],"domain_scores_gemma":[0.9452389,0.03426984,0.01684115,0.0007001448,0.002399697,0.0005503299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005173693,0.0002080942,0.06036429,0.6430929,0.02364058,0.0005643633,0.0006374797,0.0003955047,0.0002336566,0.001036472,0.01549588,0.2491571],"study_design_scores_gemma":[0.01667327,0.00593696,0.3240991,0.5236272,0.06367152,0.004036229,0.001295742,0.001595278,0.0006900806,0.005451568,0.05267005,0.0002529135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01408781,0.9769812,0.0004831624,0.003575705,0.001299661,0.0009943894,0.001047416,0.00001274743,0.001517982],"genre_scores_gemma":[0.2784604,0.7032027,0.003883837,0.005364632,0.003629609,0.00352593,0.001571876,0.00001303868,0.0003480579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01488605,"threshold_uncertainty_score":0.07872593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821577594589688,"score_gpt":0.2870687451280394,"score_spread":0.2688529691821425,"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."}}