{"id":"W4408422275","doi":"10.2215/cjn.0000000658","title":"Interdisciplinary Care for Geriatric Syndromes in CKD","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; Agency for Healthcare Research and Quality; U.S. Department of Veterans Affairs","keywords":"Medicine; Thematic analysis; Qualitative research; Geriatrics; Health care; Workforce; Kidney disease; Family medicine; Nursing; Disease; Psychiatry; Pathology","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":[0.01236653,0.0001698599,0.0002197769,0.0007335948,0.003796316,0.001627534,0.001057991,0.001591292,0.004963413],"category_scores_gemma":[0.02422355,0.0001875678,0.0005070865,0.001081644,0.004072883,0.003275418,0.00787627,0.003211295,0.000272634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004992843,"about_ca_system_score_gemma":0.01550651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562154,"about_ca_topic_score_gemma":0.00751918,"domain_scores_codex":[0.9833549,0.01234109,0.0009171264,0.0004080372,0.001734652,0.001244113],"domain_scores_gemma":[0.9824248,0.009530567,0.002281154,0.0003965794,0.001549879,0.003817058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005292935,0.0002106887,0.03160693,0.005399051,0.000046415,0.003444907,0.701924,0.0005698457,0.001149643,0.04808994,0.0702908,0.1372149],"study_design_scores_gemma":[0.00004842252,0.0002292856,0.03407998,0.008689633,0.00002955493,0.004246347,0.6846892,0.0005576235,0.0002844904,0.01943888,0.2476359,0.00007067967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4461988,0.02311633,0.01393815,0.3944312,0.00297258,0.001941359,0.0003110348,0.0001148304,0.1169758],"genre_scores_gemma":[0.9506595,0.009397098,0.008651927,0.0262173,0.0004735366,0.0009688282,0.00008471102,0.00001690381,0.00353021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236653,"threshold_uncertainty_score":0.06540126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089777167203064,"score_gpt":0.5053372323028126,"score_spread":0.3963595155825062,"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."}}