{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009870026,0.0001508294,0.0002161741,0.0002770561,0.00005244596,0.0000336257,0.00003727802,0.00007079377,0.00002641742],"category_scores_gemma":[0.0001081071,0.0001110331,0.00009202924,0.0002346089,0.00002483982,0.00008832476,0.000009127501,0.00004738702,0.000050666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425574,"about_ca_system_score_gemma":0.00006318991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000298836,"about_ca_topic_score_gemma":0.00007270602,"domain_scores_codex":[0.998929,0.00009509023,0.0003594402,0.0002683896,0.0001892575,0.0001588761],"domain_scores_gemma":[0.9993051,0.00001527133,0.000169591,0.0002901307,0.0001305719,0.00008932273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006135704,0.009799912,0.1037954,0.0002227987,0.0002542344,0.00001939515,0.001641113,0.00008959692,0.1439387,0.0022468,0.0001377742,0.7372407],"study_design_scores_gemma":[0.001975664,0.001191861,0.9701819,0.00005984425,0.0003969664,0.00001343777,0.0001229578,0.01050561,0.006492001,0.00006667832,0.008816343,0.0001767107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948295,0.00004175521,0.0006183808,0.00310161,0.0001157287,0.0006600898,0.00003172766,0.00005721622,0.0005439385],"genre_scores_gemma":[0.9965591,0.0001122121,0.0002862721,0.0002727059,0.0004326795,0.0001081248,0.001488702,0.00001773549,0.0007224116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8663865,"threshold_uncertainty_score":0.4527798,"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."}}