{"id":"W2168228058","doi":"10.1053/j.ajkd.2014.02.005","title":"Advance Care Planning in CKD: Clinical and Research Opportunities","year":2014,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dialysis; Nephrology; Scopus; Kidney disease; Guideline; Internal medicine; Clinical Practice; Family medicine; Intensive care medicine; Renal replacement therapy; Disease; MEDLINE; Pathology","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":[0.01319856,0.0005937724,0.001359054,0.001024029,0.004211611,0.005111495,0.002282414,0.04015852,0.009401192],"category_scores_gemma":[0.0447934,0.0005459319,0.00116143,0.001269756,0.005272021,0.009231547,0.003978787,0.03694903,0.001250092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005251568,"about_ca_system_score_gemma":0.01392608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004504478,"about_ca_topic_score_gemma":0.01334391,"domain_scores_codex":[0.9918339,0.004581603,0.0006733228,0.0005365117,0.001760476,0.0006140291],"domain_scores_gemma":[0.9287385,0.05329672,0.002221297,0.001201086,0.005925735,0.008616596],"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":[0.0001596553,0.0003937041,0.004188807,0.0005364663,0.00003367665,0.005707923,0.000736178,0.0006361888,0.0001883928,0.03651714,0.8522067,0.09869522],"study_design_scores_gemma":[0.0005042474,0.0002576171,0.003761364,0.003851132,0.00006120939,0.00811741,0.003053101,0.002153696,0.0001534734,0.1254372,0.8525195,0.0001299875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002307476,0.003168708,0.0001544696,0.9915062,0.003162734,0.000005870925,0.000008847525,0.000003970777,0.001758504],"genre_scores_gemma":[0.01547395,0.01940968,0.002481972,0.837469,0.1225222,0.00008315589,0.00004493313,0.00001328369,0.002501817],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04015852,"threshold_uncertainty_score":0.06980145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064980191881783,"score_gpt":0.4185480771450794,"score_spread":0.3120500579569011,"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."}}