{"id":"W2513941074","doi":"10.1159/000448507","title":"Precision Continuous Renal Replacement Therapy and Solute Control","year":2016,"lang":"en","type":"letter","venue":"Blood Purification","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Renal replacement therapy; Medicine; Intensive care medicine; Medical prescription; Critically ill; Acute kidney injury; Internal medicine; Nursing","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":[0.004579784,0.0004198606,0.0009187077,0.0003732782,0.001887323,0.002463932,0.001113854,0.01884257,0.002701735],"category_scores_gemma":[0.03254398,0.0003054907,0.000946296,0.0005879521,0.003638587,0.003119307,0.001300756,0.02624787,0.00266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00428752,"about_ca_system_score_gemma":0.003770218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381393,"about_ca_topic_score_gemma":0.003583122,"domain_scores_codex":[0.9931239,0.002262839,0.001114625,0.0007406721,0.002365386,0.0003924945],"domain_scores_gemma":[0.9801887,0.01267864,0.001377871,0.0007604727,0.003958222,0.00103612],"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":[0.0001454781,0.00009784575,0.002696951,0.000365501,0.00004188554,0.008462646,0.0006010181,0.0002831279,0.0007040972,0.02670717,0.859557,0.1003374],"study_design_scores_gemma":[0.0001057805,0.0001663731,0.001842728,0.0007229571,0.00003449143,0.01223719,0.0005935717,0.0008452692,0.0007371658,0.03202973,0.9506315,0.0000531955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007182804,0.005807677,0.0005416276,0.9815667,0.008267203,0.00001115998,0.00001863282,0.00002034292,0.003048341],"genre_scores_gemma":[0.01967572,0.01018391,0.001754846,0.9138529,0.04927497,0.00005282818,0.0000420544,0.00002515855,0.005137685],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01884257,"threshold_uncertainty_score":0.03110832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937445275578771,"score_gpt":0.2957028994213947,"score_spread":0.266328446665607,"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."}}