{"id":"W2025724461","doi":"10.1159/000081722","title":"Daily Hemofiltration for End-Stage Renal Disease: A Feasibility and Efficacy Trial","year":2004,"lang":"en","type":"article","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"NxStage","keywords":"Medicine; Hemodialysis; Dialysis; Hemofiltration; Anemia; End stage renal disease; Clinical endpoint; Renal replacement therapy; Quality of life (healthcare); Internal medicine; Blood volume; Surgery; Clinical trial","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":[0.0041187,0.0009476994,0.001800389,0.0003897363,0.0004564186,0.001027956,0.0009300187,0.00176191,0.003042823],"category_scores_gemma":[0.002579201,0.0004795083,0.001373919,0.0004023861,0.001214122,0.001132397,0.0006428096,0.001931516,0.0004338976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305682,"about_ca_system_score_gemma":0.001669792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004855542,"about_ca_topic_score_gemma":0.0007074283,"domain_scores_codex":[0.9986279,0.0009366797,0.00005853076,0.0001408621,0.00008370953,0.0001523219],"domain_scores_gemma":[0.9971228,0.000832574,0.0006802772,0.0002212416,0.0001475474,0.0009955516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9502758,0.02669431,0.002914197,0.0002883605,0.0004078151,0.00008147478,0.00007923927,0.000255775,0.001864221,0.0001284568,0.0004750853,0.0165352],"study_design_scores_gemma":[0.810169,0.1820878,0.00629472,0.00003397152,0.0002423487,0.00004941188,0.00002803101,0.0003400889,0.000217076,0.0001155316,0.000408468,0.0000135679],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946457,0.001366779,0.000267665,0.0005639133,0.0001063806,0.001895807,0.000255046,0.00002535283,0.0008733932],"genre_scores_gemma":[0.9915241,0.0009928785,0.001442302,0.0007288167,0.0003813022,0.003556693,0.0005677973,0.000007779655,0.0007982622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0041187,"threshold_uncertainty_score":0.02178198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724754746337436,"score_gpt":0.301489341046855,"score_spread":0.2642417935834807,"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."}}