{"id":"W2096417232","doi":"10.1093/ndt/gfp265","title":"Patient- and treatment-related determinants of convective volume in post-dilution haemodiafiltration in clinical practice","year":2009,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Nierstichting; ZonMw; Fresenius Medical Care North America; International Society of Nephrology","keywords":"Medicine; Dilution; Intensive care medicine; Volume (thermodynamics); Clinical Practice; Hemodialysis; Internal medicine; Nursing; Thermodynamics","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":[0.0003614931,0.0001302545,0.0004671653,0.0003878601,0.00002313136,0.000006916957,0.00002359703,0.0001686922,0.00001837113],"category_scores_gemma":[0.0001119096,0.0001130193,0.0001141032,0.0003213638,0.00008001305,0.0002091984,0.000002722183,0.0001006011,0.00000597811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006345035,"about_ca_system_score_gemma":0.00006050815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000274265,"about_ca_topic_score_gemma":0.0008337424,"domain_scores_codex":[0.9982552,0.0003721206,0.0007726458,0.0003001719,0.0001454227,0.0001544542],"domain_scores_gemma":[0.9993139,0.0001713177,0.0002361214,0.0001212781,0.00009642965,0.00006095565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009322276,0.003884283,0.5297256,0.00007280972,0.0004595386,0.0005658658,0.007594897,0.000470359,0.008225515,0.0004357785,0.00001546607,0.4392276],"study_design_scores_gemma":[0.005048657,0.002085381,0.9867864,0.0000462493,0.001281018,0.00002632425,0.0002320626,0.003718719,0.000517586,0.0001108786,0.00005718549,0.00008959373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976228,0.0001406358,0.0001288041,0.0008245046,0.00004889521,0.0005454724,0.00001416401,0.00001449755,0.000660171],"genre_scores_gemma":[0.9974135,0.001231656,0.0003492997,0.0006911094,0.00001886519,0.00002270334,0.0002533909,0.00000565922,0.00001387793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4570608,"threshold_uncertainty_score":0.4608793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229846123890425,"score_gpt":0.3017274427930353,"score_spread":0.289428981554131,"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."}}