{"id":"W4303431682","doi":"10.1093/ckj/sfac220","title":"Home dialysis in older adults: challenges and solutions","year":2022,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Otsuka Pharmaceutical; Vifor Pharma; National Institute for Health and Care Research; Australian Government; GlaxoSmithKline; Bayer; AstraZeneca","keywords":"Medicine; Dialysis; Peritoneal dialysis; Intensive care medicine; Home dialysis; Hemodialysis; Kidney disease; Nephrology; Population; Home hemodialysis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00175862,0.00009721631,0.0003886916,0.0002200139,0.0001972945,0.00002464804,0.0001019709,0.00004232127,0.001039441],"category_scores_gemma":[0.0006895566,0.00007557992,0.0002990545,0.0001767987,0.00008260554,0.00005195661,0.0002399215,0.0006320845,0.00001479516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006556362,"about_ca_system_score_gemma":0.0001378595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003929602,"about_ca_topic_score_gemma":0.00000396439,"domain_scores_codex":[0.9982314,0.0003087575,0.0006270258,0.00024301,0.0003445995,0.0002451871],"domain_scores_gemma":[0.9987832,0.0001276309,0.0001350968,0.0001805153,0.00004664648,0.0007269497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001626787,0.008755422,0.1016049,0.000296699,0.001422649,0.001901616,0.002947784,0.0000583248,0.000017929,0.002196346,0.1026086,0.7765629],"study_design_scores_gemma":[0.007459449,0.0005541128,0.9018621,0.0002648163,0.0005685271,0.0001418001,0.002287952,0.0006731422,3.637785e-7,0.001180617,0.08482784,0.0001792397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8642321,0.02749995,0.0001393761,0.09645185,0.001578223,0.0005315122,0.00003833928,0.00004744446,0.009481226],"genre_scores_gemma":[0.976235,0.01833615,0.0001641675,0.004086747,0.0005388928,0.00002731491,0.0000163515,0.00001426918,0.0005810858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8002573,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821845351737037,"score_gpt":0.3296463453249924,"score_spread":0.281427891807622,"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."}}