{"id":"W2153689608","doi":"10.1159/000362108","title":"Treatment Policy rather than Patient Characteristics Determines Convection Volume in Online Post-Dilution Hemodiafiltration","year":2014,"lang":"en","type":"article","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal","funders":"ZonMw; Nierstichting; Roche Nederland; Fresenius Medical Care North America","keywords":"Hematocrit; Medicine; Blood volume; Internal medicine; Convection; Cardiology; Urology; Mechanics; Physics","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":[0.003824331,0.0001193971,0.0003525653,0.0001484966,0.0001405915,0.0006821374,0.0002050227,0.0003335191,0.001316069],"category_scores_gemma":[0.01031523,0.00008701299,0.0006587571,0.000339853,0.0002653681,0.0005224329,0.0002144575,0.0005876449,0.0001314884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309033,"about_ca_system_score_gemma":0.0004590031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002717115,"about_ca_topic_score_gemma":0.0003040411,"domain_scores_codex":[0.9978727,0.001467341,0.0001740342,0.0001715071,0.0001890614,0.0001253291],"domain_scores_gemma":[0.9876629,0.008003235,0.003167294,0.0004410261,0.0001880621,0.0005375791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03749721,0.001426228,0.8519469,0.0002966208,0.0009929599,0.00006083916,0.0002325571,0.002544424,0.002866968,0.0004417713,0.0007896141,0.1009039],"study_design_scores_gemma":[0.001218705,0.009721322,0.9725441,0.00009815551,0.0009951433,0.0002493103,0.0001051422,0.006912502,0.005420841,0.0008582879,0.001854383,0.00002209693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964528,0.001504611,0.001150522,0.0002864469,0.00001913592,0.00003272136,0.00008924922,0.0000128441,0.0004516093],"genre_scores_gemma":[0.999521,0.00007183442,0.0002555386,0.00005210887,0.00001153678,0.00000951006,0.00002910325,0.000002147895,0.00004721447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003824331,"threshold_uncertainty_score":0.02022529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039945967808413,"score_gpt":0.2453697388695519,"score_spread":0.2349702791914678,"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."}}