{"id":"W3034159988","doi":"10.1093/ndt/gfaa142.p1582","title":"P1582THE BURDEN OF FRAILTY ON MOOD, COGNITION, QUALITY OF LIFE AND LEVEL OF INDEPENDENCE IN PATIENTS ON HEMODIALYSIS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina General Hospital; Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Quality of life (healthcare); Hemodialysis; Mood; Depression (economics); Cognition; Prospective cohort study; Kidney disease; Cohort; Cross-sectional study; Gerontology; Cohort study; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004571326,0.0001378486,0.0003690492,0.0005478546,0.0005696309,0.0006827332,0.0002364122,0.0002848143,0.002592193],"category_scores_gemma":[0.001554969,0.0001565708,0.0003345544,0.001021306,0.0002331647,0.0004464297,0.0004667144,0.0006128775,0.0002760431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269555,"about_ca_system_score_gemma":0.0003580982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00372784,"about_ca_topic_score_gemma":0.004436622,"domain_scores_codex":[0.9997807,0.000045787,0.00002869579,0.00004350772,0.00005502725,0.00004623077],"domain_scores_gemma":[0.9991793,0.0001811693,0.000332284,0.0000371665,0.00008169782,0.0001883612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004205004,0.00003072354,0.9990626,0.000006990938,0.0000147984,0.00003127133,0.00004980906,0.000008047549,0.00004343925,0.00000460965,0.00006833165,0.0006373956],"study_design_scores_gemma":[0.00000325157,0.00008985012,0.9995414,0.000005103168,0.000007596523,0.00009455537,0.0001180984,0.00003745642,0.00001156298,0.00001327681,0.00007628187,0.000001590493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990571,0.000165156,0.00003039603,0.00003304162,0.000004757882,0.000008404862,0.0003478362,0.000001216736,0.0003521097],"genre_scores_gemma":[0.9994944,0.0000825148,0.00003859797,0.00002539525,0.000008619034,0.00000982048,0.0002241792,5.536786e-7,0.0001159066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00372784,"threshold_uncertainty_score":0.00867182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649244675985343,"score_gpt":0.303682196553808,"score_spread":0.2371897497939545,"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."}}