{"id":"W4220676975","doi":"10.34067/kid.0000622022","title":"Nephrologists Rather Than Intensivists Should Manage Kidney Replacement Therapy in the ICU: PRO","year":2022,"lang":"en","type":"article","venue":"Kidney360","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"American Society of Nephrology","keywords":"Renal replacement therapy; Medicine; Intensive care medicine; Medical emergency; Emergency 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":[0.005639483,0.0009459961,0.001081323,0.0006818635,0.003726341,0.004518302,0.002108401,0.02312161,0.01648412],"category_scores_gemma":[0.04222108,0.000599647,0.0009305891,0.000575673,0.00431109,0.006652008,0.002383085,0.05222121,0.01016456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003180194,"about_ca_system_score_gemma":0.004622812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006014783,"about_ca_topic_score_gemma":0.01609212,"domain_scores_codex":[0.9958075,0.001528879,0.0005268333,0.0005190738,0.001162842,0.0004548272],"domain_scores_gemma":[0.9705012,0.01305932,0.001705099,0.0006388932,0.008815117,0.005280369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004070593,0.00002718871,0.0002469263,0.0001745858,0.0000206654,0.0001726436,0.0002016342,0.00002231005,0.0001010603,0.001083719,0.9909195,0.006989127],"study_design_scores_gemma":[0.0002157108,0.00008818273,0.002356679,0.00151072,0.00009411555,0.001007949,0.00325457,0.0001735502,0.0003895398,0.009308626,0.9814857,0.0001148264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002234244,0.00218549,0.00009257588,0.9450241,0.05063459,0.000005097581,0.00001784168,0.00002167285,0.001795251],"genre_scores_gemma":[0.005225508,0.005458538,0.0003172795,0.8926484,0.09072342,0.00001711028,0.00003028498,0.00004569517,0.005533807],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02312161,"threshold_uncertainty_score":0.05514485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08069613095431062,"score_gpt":0.3558186669901015,"score_spread":0.2751225360357908,"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."}}