{"id":"W2090439543","doi":"10.1053/j.ajkd.2010.12.001","title":"Palliative Care in CKD: The Earlier the Better","year":2010,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Palliative care; Quality of life (healthcare); Dialysis; Intensive care medicine; Disease; Multidisciplinary approach; Lung cancer; Internal medicine; Intervention (counseling); Family medicine; Nursing","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":[0.005027364,0.0006299234,0.001879614,0.0007397149,0.006682921,0.004630032,0.001154161,0.05240299,0.008117219],"category_scores_gemma":[0.02712277,0.0004950849,0.00106733,0.000844613,0.003873751,0.01097674,0.003506356,0.06126512,0.001742268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006054551,"about_ca_system_score_gemma":0.008159312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008866677,"about_ca_topic_score_gemma":0.02041893,"domain_scores_codex":[0.9959089,0.001742989,0.0005048829,0.0003574535,0.0008481526,0.0006375776],"domain_scores_gemma":[0.9858199,0.005345495,0.001256395,0.0002394225,0.00223284,0.005105908],"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":[0.0001544766,0.0002441632,0.004656238,0.000356537,0.00004820586,0.005450739,0.001173786,0.0001314058,0.0003558542,0.01041304,0.9535655,0.02345014],"study_design_scores_gemma":[0.0004642608,0.0003156386,0.00863376,0.002444947,0.0000881184,0.01442382,0.003901388,0.000663419,0.0002700482,0.02887481,0.9397367,0.0001831658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004197803,0.001956171,0.00003381189,0.9912616,0.005224617,0.000003583046,0.000006886343,0.000003397485,0.001090102],"genre_scores_gemma":[0.006722413,0.003071688,0.0002048397,0.9508776,0.03657756,0.00001904361,0.000008520818,0.0000069036,0.002511422],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05240299,"threshold_uncertainty_score":0.04392904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646494913922427,"score_gpt":0.3654820597493575,"score_spread":0.3290171106101332,"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."}}