{"id":"W2095307351","doi":"10.1046/j.1492-7535.2003.01214.x","title":"The Relative Contribution of Residual Renal Function and Adequacy of Dialysis to Survival in Hemodialysis Patients","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Urology; Renal function; Ultrafiltration (renal); Dialysis adequacy; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013663,0.0001563424,0.0003465429,0.000587021,0.0002215401,0.0004856289,0.0002552686,0.0004097627,0.0007373421],"category_scores_gemma":[0.004027835,0.0001327684,0.0005909444,0.0005164219,0.0002741017,0.000471941,0.0004531328,0.0005465952,0.0001300153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006675,"about_ca_system_score_gemma":0.0002409724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284539,"about_ca_topic_score_gemma":0.001375381,"domain_scores_codex":[0.999436,0.0002274546,0.00007835793,0.0001000595,0.00007147087,0.00008663347],"domain_scores_gemma":[0.9968086,0.001179051,0.001035343,0.0002544002,0.0001953632,0.0005272593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003231657,0.00001216246,0.9980009,0.00000491646,0.00005903752,0.00004802701,0.0000334524,0.00008280276,0.0001216414,0.000008254387,0.00001755378,0.001288014],"study_design_scores_gemma":[0.000005691367,0.0001731682,0.9989944,0.000004383175,0.00004922005,0.000205048,0.00006567804,0.0003605225,0.00004672748,0.00003253799,0.00005812856,0.000004523304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994696,0.0003360992,0.00005083279,0.00001951416,0.000002526793,7.230289e-7,0.0000429419,0.000001331945,0.00007647347],"genre_scores_gemma":[0.9998358,0.00004497081,0.00002149717,0.000006780111,0.000006594065,8.510999e-7,0.0000622199,6.771093e-7,0.00002062127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013663,"threshold_uncertainty_score":0.007225811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081125352707887,"score_gpt":0.2545060752163988,"score_spread":0.24369482168932,"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."}}