{"id":"W2163849284","doi":"10.1002/dat.20619","title":"The Hemodialysis Product (HDP): A better index of dialysis adequacy than Kt/V","year":2011,"lang":"en","type":"article","venue":"Dialysis & Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Peritoneal dialysis; Kt/V; Continuous ambulatory peritoneal dialysis; Dialysis adequacy; Transplantation; Intensive care medicine; Ambulatory; Surgery; Urology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751462,0.000595264,0.001203741,0.002260142,0.0002555602,0.001764513,0.0004363059,0.0009916764,0.0111939],"category_scores_gemma":[0.009898194,0.0001155285,0.0004752153,0.002059783,0.0005240369,0.001729642,0.0004227369,0.002378708,0.002029138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006133941,"about_ca_system_score_gemma":0.0004601673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253914,"about_ca_topic_score_gemma":0.002295655,"domain_scores_codex":[0.9987318,0.0004698549,0.0002416031,0.0001251771,0.0003919406,0.00003965344],"domain_scores_gemma":[0.9957786,0.002073658,0.0006872555,0.000151669,0.001013004,0.000295705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001982496,0.0001421287,0.05809639,0.002091383,0.0004771007,0.0004681776,0.0001636804,0.0001835515,0.002379576,0.003620017,0.7109117,0.2194838],"study_design_scores_gemma":[0.0003457431,0.0009558635,0.2751802,0.002303739,0.00049007,0.00596274,0.0004046845,0.001507203,0.002817589,0.006797779,0.7031108,0.0001235009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04813406,0.5046545,0.005220033,0.2322491,0.1683206,0.0001365913,0.006168264,0.0003784482,0.03473852],"genre_scores_gemma":[0.4163251,0.1997295,0.01656162,0.1031894,0.1851627,0.0003221733,0.005132708,0.0006223368,0.07295451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0111939,"threshold_uncertainty_score":0.03744733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789120046652946,"score_gpt":0.2386856062251706,"score_spread":0.2207944057586412,"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."}}