{"id":"W2092528180","doi":"10.1046/j.1523-1755.2003.00891.x","title":"Adequacy of dialysis revisited","year":2003,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Peritoneal dialysis; Renal function; Urology; Evening; End stage renal disease; Surgery; Internal medicine; Hemodialysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01444771,0.000348087,0.001154293,0.002419819,0.001911686,0.005478035,0.002046598,0.004773063,0.005873246],"category_scores_gemma":[0.06363538,0.0003947649,0.0007138049,0.002095297,0.0143755,0.01100075,0.004594762,0.01078663,0.0005561071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00377685,"about_ca_system_score_gemma":0.005834105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006444902,"about_ca_topic_score_gemma":0.009983547,"domain_scores_codex":[0.9911553,0.004995713,0.0008792821,0.0007285984,0.00181872,0.0004222972],"domain_scores_gemma":[0.9559102,0.03133716,0.002571463,0.002108372,0.005180337,0.002892468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001015041,0.00008669707,0.009797826,0.0004386071,0.0001182809,0.0005591498,0.002211609,0.0006495128,0.0001725439,0.7546034,0.07334007,0.1579207],"study_design_scores_gemma":[0.00005278021,0.00006206042,0.006252793,0.001796596,0.0001052404,0.002475032,0.003250058,0.001270956,0.0002989997,0.6908607,0.2935108,0.0000639705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01909993,0.07875339,0.01379567,0.799647,0.007393765,0.00002550633,0.0002065126,0.0000739582,0.08100428],"genre_scores_gemma":[0.7940331,0.04122955,0.008631608,0.124006,0.02563069,0.00007495774,0.00009592948,0.0001711283,0.006127093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01444771,"threshold_uncertainty_score":0.07640767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304803063656279,"score_gpt":0.27739734725584,"score_spread":0.2643493166192772,"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."}}