{"id":"W1974497338","doi":"10.1111/j.1492-7535.2004.01095.x","title":"Urea standard Kt/V<sub>urea</sub> for assessing dialysis treatment adequacy","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urea; Kt/V; Hemodialysis; Dialysis; Dialysis adequacy; Medicine; Peritoneal dialysis; Urology; Internal medicine; Biochemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003353549,0.0003508437,0.0006885966,0.0005535017,0.0001880972,0.000253692,0.0002091206,0.0001128595,0.0002386891],"category_scores_gemma":[0.0002128028,0.0002797788,0.001128714,0.0003707739,0.00007990983,0.0002529713,0.00007321373,0.00009631384,0.00009433957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137082,"about_ca_system_score_gemma":0.0002793406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005882659,"about_ca_topic_score_gemma":0.00005484562,"domain_scores_codex":[0.997415,0.00004393379,0.0006147463,0.0006261103,0.0009168586,0.0003833523],"domain_scores_gemma":[0.9986015,0.0001102339,0.0002460386,0.0004454777,0.0003141849,0.0002825956],"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":[0.003728815,0.007278288,0.01641717,0.0002890604,0.02420358,0.0004914989,0.001925415,0.01298734,0.06615107,0.01961541,0.009162572,0.8377498],"study_design_scores_gemma":[0.07420234,0.002640849,0.05932734,0.001279444,0.03319684,0.0001065987,0.001532441,0.01838916,0.4798299,0.02365382,0.3022731,0.003568229],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300212,0.0004118578,0.1368342,0.009133859,0.001144843,0.001316362,0.0003023989,0.0002349282,0.0206004],"genre_scores_gemma":[0.9901209,0.000274526,0.005561489,0.0007476716,0.001126689,0.0003029918,0.001238716,0.00005064861,0.0005764045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8341815,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304107503448012,"score_gpt":0.3099620864066771,"score_spread":0.286921011372197,"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."}}