{"id":"W1971431348","doi":"10.1159/000328072","title":"Renal Association Clinical Practice Guideline on Haemodialysis","year":2011,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Peritoneal dialysis; Intensive care medicine; Renal replacement therapy; Dialysis; Transplantation; Audit; Medical prescription; Kidney disease; Nephrology; Clinical trial; Kidney transplantation; Clinical audit; Internal medicine; Nursing","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":[0.008369915,0.0007235618,0.002055949,0.003114782,0.001186165,0.003559431,0.004903448,0.00703665,0.02827739],"category_scores_gemma":[0.03332498,0.0007236638,0.002258187,0.004830333,0.001247226,0.00230246,0.003365454,0.01019724,0.0240817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004612155,"about_ca_system_score_gemma":0.02325536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01646108,"about_ca_topic_score_gemma":0.02720855,"domain_scores_codex":[0.9849609,0.004851196,0.003407686,0.000612493,0.005537113,0.0006307077],"domain_scores_gemma":[0.9681619,0.007889911,0.004652851,0.0007827574,0.01640071,0.002111944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002391526,0.00006085872,0.0003312094,0.001384793,0.00002174658,0.00008358408,0.0001172831,0.0001884026,0.00009779026,0.003013725,0.919447,0.07522961],"study_design_scores_gemma":[0.00009340479,0.00003350885,0.001468489,0.00737149,0.0000354189,0.0003158265,0.00006879583,0.0001224798,0.00005932721,0.00225825,0.9881484,0.00002472758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001655966,0.1565688,0.02157143,0.4072447,0.03571686,0.006646567,0.01770252,0.001932246,0.350961],"genre_scores_gemma":[0.02063746,0.2896243,0.1535116,0.3033602,0.02090039,0.01629894,0.05991683,0.001258387,0.1344919],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02827739,"threshold_uncertainty_score":0.09459734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237089273937843,"score_gpt":0.4537556969281096,"score_spread":0.3300467695343254,"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."}}