{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117523,0.0001152711,0.0001749535,0.000076304,0.000101384,0.00005437189,0.00004944605,0.00004425539,0.0000380066],"category_scores_gemma":[0.0002101429,0.00009649481,0.0001276488,0.0001255849,0.00004940991,0.00008643584,0.00001290001,0.00004865418,0.000008564098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457037,"about_ca_system_score_gemma":0.0001178408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001045771,"about_ca_topic_score_gemma":0.000004261576,"domain_scores_codex":[0.9989494,0.00003282584,0.000275626,0.0003624613,0.0002371847,0.0001425082],"domain_scores_gemma":[0.9992285,0.00003543321,0.0001042103,0.0003493192,0.00007890152,0.0002036015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3207315,0.05659107,0.0149365,0.00493577,0.002901483,0.0001410356,0.002573783,0.00129455,0.208589,0.2247183,0.004425898,0.1581611],"study_design_scores_gemma":[0.2591808,0.002055463,0.6966572,0.0002155352,0.004557468,0.000005378934,0.0001314988,0.0005178627,0.01206426,0.003532891,0.02054633,0.0005352933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887846,0.0006134959,0.004707789,0.002330393,0.00008977733,0.00288916,0.00006382641,0.00007050472,0.000450462],"genre_scores_gemma":[0.9963375,0.00007421133,0.001664115,0.0001638266,0.0003086799,0.0002433266,0.0006495332,0.0000132979,0.0005455142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6817207,"threshold_uncertainty_score":0.3934944,"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."}}