{"id":"W4398612022","doi":"10.1093/ndt/gfae069.804","title":"#2838 Dialysis regret is associated with level of information about health status but not with frailty","year":2024,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regret; Dialysis; Medicine; Gerontology; Internal medicine; Statistics; Mathematics","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":[0.0008343029,0.000227439,0.0003603733,0.0006159889,0.0002894643,0.0005744557,0.0003486528,0.0004833355,0.01091556],"category_scores_gemma":[0.005361421,0.0001556276,0.0003523526,0.0007863812,0.0003461132,0.0003818521,0.0003907011,0.0004543516,0.0006104544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826182,"about_ca_system_score_gemma":0.0002132053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692325,"about_ca_topic_score_gemma":0.001200181,"domain_scores_codex":[0.9995238,0.000164982,0.00006484737,0.0000939227,0.0000782463,0.00007429174],"domain_scores_gemma":[0.9941617,0.001790029,0.00303741,0.0002365574,0.0002827221,0.0004915847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006862931,0.00001871492,0.9988812,0.000006528908,0.00001811204,0.00002667423,0.00002535514,0.00001419021,0.00005283135,0.000008978901,0.00007429278,0.000804504],"study_design_scores_gemma":[0.000002726516,0.00005572527,0.9994429,0.000004635271,0.00001160811,0.0001656266,0.00005112477,0.0001353655,0.00001973541,0.00002161622,0.00008726402,0.000001724589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998654,0.000243912,0.00007981028,0.0001176668,0.00001009217,0.000003383358,0.0003134198,0.000003182981,0.0005745526],"genre_scores_gemma":[0.9996044,0.00003971917,0.00004828458,0.00001851489,0.00001745934,0.000002346105,0.00012247,0.000001158404,0.0001456736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091556,"threshold_uncertainty_score":0.03651613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0952870979555168,"score_gpt":0.365862652721958,"score_spread":0.2705755547664412,"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."}}