{"id":"W4415425063","doi":"10.1093/ndt/gfaf116.0710","title":"#971 Dialysis less frequently in the elderly: the D-LITE pilot trial","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Randomized controlled trial; Hemodialysis; Dialysis; Quality of life (healthcare); Observational study; Population; Kidney disease; Pilot trial; Medical prescription","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":[0.001672672,0.0007339162,0.001582145,0.0001893847,0.0004485659,0.001202204,0.0005812467,0.001017849,0.004483461],"category_scores_gemma":[0.001960587,0.000298807,0.001374095,0.0002974677,0.000860464,0.0007863112,0.0004031179,0.001922335,0.0005341318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148182,"about_ca_system_score_gemma":0.001293034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404123,"about_ca_topic_score_gemma":0.002441174,"domain_scores_codex":[0.9991626,0.000543353,0.00005229874,0.00009988041,0.00004089408,0.0001010656],"domain_scores_gemma":[0.9986598,0.0003287289,0.000265597,0.0001352801,0.0001088417,0.0005017383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.971971,0.006473542,0.003168763,0.0006159244,0.0009224234,0.00005506135,0.00005104133,0.000159998,0.001217857,0.0001522199,0.001532013,0.01368014],"study_design_scores_gemma":[0.9093443,0.08143492,0.00666708,0.00007748964,0.0007424523,0.00003892513,0.00005317173,0.0002569985,0.0002090601,0.0001552886,0.001002452,0.00001791742],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896116,0.003437242,0.0003066175,0.001434125,0.0002993745,0.001578889,0.001036848,0.00004381803,0.002251417],"genre_scores_gemma":[0.9914032,0.001336935,0.0007426324,0.001473586,0.000365753,0.002059363,0.0007438554,0.000008872715,0.00186573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004483461,"threshold_uncertainty_score":0.01499867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075617280802114,"score_gpt":0.2803467209917969,"score_spread":0.2595905481837758,"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."}}