{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007574735,0.0003343695,0.0005694253,0.0002605602,0.0001132083,0.00007025841,0.0002131095,0.0007842133,0.0004490081],"category_scores_gemma":[0.0002182716,0.0002335056,0.0001202977,0.0001081019,0.0001453396,0.00009141997,0.00004106958,0.001008196,0.000185561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007889511,"about_ca_system_score_gemma":0.0002461851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001054081,"about_ca_topic_score_gemma":2.399393e-7,"domain_scores_codex":[0.9970824,0.0002415563,0.0005178406,0.0007697751,0.0008864413,0.0005020105],"domain_scores_gemma":[0.9978338,0.000239441,0.0003202551,0.001080426,0.0003545032,0.0001715886],"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":[0.0009351797,0.0000836108,0.0003828786,0.00007114472,0.0003782653,0.00007833553,0.0000442555,2.129823e-9,0.04632516,0.00001321248,0.9100724,0.04161556],"study_design_scores_gemma":[0.008716714,0.001099832,0.001439194,0.0002621622,0.0003112253,0.0001792846,0.000003316663,0.00001430092,0.006869611,0.00008158969,0.9807773,0.000245453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004803634,0.0018271,0.001608567,0.984819,0.0002511676,0.003326651,0.0006416643,0.0001479281,0.002574283],"genre_scores_gemma":[0.01177657,0.007128883,0.001899129,0.8201497,0.01708073,0.002162685,0.005210599,0.0003215044,0.1342703],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1646693,"threshold_uncertainty_score":0.9522082,"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."}}