{"id":"W2542368486","doi":"10.1093/ndt/gfw367","title":"Selection of peritoneal dialysis among older eligible patients with end-stage renal disease","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Headwaters Health Care Centre; University of Calgary","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; End stage renal disease; Hemodialysis; Modality (human–computer interaction); Psychological intervention; Kidney disease; Disease; Intensive care medicine; Physical therapy; Internal 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":[0.001015401,0.00009341546,0.0001610446,0.0003423432,0.0005267519,0.0005159456,0.0001618432,0.0002626913,0.001311291],"category_scores_gemma":[0.006317309,0.00004981329,0.0002861387,0.0003058859,0.0002175905,0.0003511178,0.0005801785,0.0004707791,0.0001008022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224805,"about_ca_system_score_gemma":0.000623651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399725,"about_ca_topic_score_gemma":0.003763318,"domain_scores_codex":[0.9993094,0.0002965009,0.0001050743,0.00004950214,0.0001653862,0.00007410395],"domain_scores_gemma":[0.9973211,0.0008675123,0.001109174,0.0000383891,0.0002050865,0.0004588499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008523835,0.00013468,0.98236,0.0001024738,0.00003093875,0.0003637848,0.00333487,0.00005311111,0.0004184825,0.00007509249,0.0003921516,0.01264908],"study_design_scores_gemma":[0.00001953485,0.0002803296,0.9883376,0.0001201061,0.00003172287,0.0009788078,0.007764728,0.0002397,0.0001719612,0.0001510972,0.001892629,0.00001168545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985802,0.0002103121,0.00009180394,0.0003559951,0.000007332379,0.0000220837,0.0000473184,0.000001594389,0.000683274],"genre_scores_gemma":[0.9994118,0.0001619123,0.0001604193,0.0001314748,0.000007964391,0.00001499476,0.00003680633,3.748197e-7,0.00007421686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001399725,"threshold_uncertainty_score":0.005369961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005385975520859849,"score_gpt":0.2244410089102158,"score_spread":0.2190550333893559,"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."}}