{"id":"W2766527271","doi":"10.1111/hdi.12592","title":"Measuring residual renal function for hemodialysis adequacy: Is there an easier option?","year":2017,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal function; Medicine; Residual; Dialysis; Hemodialysis; Cystatin C; Urology; Intensive care medicine; Residual risk; Internal medicine; Algorithm; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327159,0.0007267472,0.002144833,0.003013471,0.0002861638,0.001301079,0.001192566,0.001537534,0.003357086],"category_scores_gemma":[0.002433,0.0002892301,0.0008945684,0.002418124,0.0007695294,0.002327082,0.0006335154,0.00230334,0.001634351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007096914,"about_ca_system_score_gemma":0.001431846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644946,"about_ca_topic_score_gemma":0.002520579,"domain_scores_codex":[0.9995802,0.00009470605,0.00009218782,0.00005990195,0.0001479748,0.00002491466],"domain_scores_gemma":[0.9986247,0.0007670485,0.0001584911,0.00003387923,0.0003588598,0.00005717247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006707202,0.00005092585,0.0004120714,0.02328251,0.0001655648,0.0001340245,0.00006925195,0.00015824,0.0003518139,0.003568375,0.03199414,0.939746],"study_design_scores_gemma":[0.00002617021,0.00008776442,0.001788525,0.01877066,0.0003138708,0.001844405,0.0001853692,0.0001076964,0.0002474944,0.003594359,0.9729964,0.00003723129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004491438,0.9985936,0.00007114187,0.0007005004,0.0001922374,0.000002614637,0.00001275306,0.000003545325,0.0003787097],"genre_scores_gemma":[0.000446924,0.998678,0.0001517772,0.0003210946,0.0002107403,0.000004043126,0.00002057424,0.000001166139,0.000165563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003357086,"threshold_uncertainty_score":0.01123059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568627299409426,"score_gpt":0.378198235037951,"score_spread":0.2213355050970084,"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."}}