{"id":"W2113858392","doi":"10.1111/j.0894-0959.2004.17212.x","title":"DAILY HEMODIALYSIS—SELECTED TOPICS: Predicting Treatment Dose for Novel Therapies Using Urea Standard <i>Kt</i>/<i>V</i>","year":2004,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Kt/V; Hemodialysis; Urea; Medicine; Nomogram; Hemofiltration; Urology; Internal medicine; Biochemistry; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003669029,0.0003847082,0.0009313655,0.0005050875,0.0001765445,0.00008715268,0.0001584409,0.0001411529,0.00004913082],"category_scores_gemma":[0.0002165633,0.000307448,0.0005863874,0.001228888,0.00008930667,0.0001229463,0.0000640829,0.0001165103,0.00000447005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009074764,"about_ca_system_score_gemma":0.0002843986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004403565,"about_ca_topic_score_gemma":0.0003889429,"domain_scores_codex":[0.997629,0.00004966074,0.0006489616,0.0006278066,0.000496597,0.0005480044],"domain_scores_gemma":[0.998715,0.0001080131,0.0002062473,0.0005588062,0.0002096327,0.0002023213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008715096,0.01154106,0.2066242,0.00119943,0.01609537,0.0005159731,0.02827199,0.07180402,0.2202783,0.001560038,0.001530539,0.4318639],"study_design_scores_gemma":[0.2235259,0.0150367,0.08121501,0.01044349,0.07852767,0.0001623472,0.03116138,0.05829404,0.2693406,0.01027556,0.2132223,0.008794996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842319,0.00207185,0.008867181,0.001644552,0.0002259848,0.001451347,0.0001594799,0.0001234976,0.001224215],"genre_scores_gemma":[0.9726149,0.0008508491,0.02389167,0.0004929216,0.0006592411,0.0002872859,0.0003693197,0.00007512097,0.0007586264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4230689,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201694309425055,"score_gpt":0.2832450358703674,"score_spread":0.2630756049278619,"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."}}