{"id":"W4389990186","doi":"10.1016/j.xkme.2023.100785","title":"Decisional Regret Surrounding Dialysis Initiation: A Comparative Analysis","year":2023,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Center for Advancing Translational Sciences; Mayo Clinic","keywords":"Regret; Dialysis; Intrusiveness; Psychology; Scale (ratio); Blame; Qualitative research; Hemodialysis; Medicine; Social psychology; Psychiatry; Computer science","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":[0.009574987,0.0002616105,0.0005920922,0.002893337,0.0008410184,0.0007573933,0.0005475294,0.0004515185,0.006312061],"category_scores_gemma":[0.02156297,0.0001708036,0.001428859,0.002777588,0.0006583726,0.001124897,0.00110226,0.0003956129,0.0001847069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145593,"about_ca_system_score_gemma":0.0009373883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374336,"about_ca_topic_score_gemma":0.002138505,"domain_scores_codex":[0.993541,0.004516543,0.000555602,0.0002105016,0.0008038388,0.0003724895],"domain_scores_gemma":[0.977856,0.017837,0.002491572,0.0003426106,0.0009727221,0.0005000816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02213235,0.0064642,0.6977047,0.004701904,0.003932709,0.001411216,0.02353191,0.001111901,0.0007175813,0.00474106,0.00133834,0.2322121],"study_design_scores_gemma":[0.001479108,0.03212174,0.8872634,0.001837917,0.002999494,0.002767883,0.05566218,0.003155887,0.0008187587,0.003882193,0.007850237,0.0001611509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924993,0.004111749,0.0006719172,0.0001079312,0.0000201144,0.0002886103,0.0001658921,0.00000230175,0.002132206],"genre_scores_gemma":[0.9969441,0.001739559,0.0005507167,0.0000619385,0.00003539625,0.0002829334,0.0001629909,0.00000156405,0.0002208394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009574987,"threshold_uncertainty_score":0.05063802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07880039987439028,"score_gpt":0.3687700451324331,"score_spread":0.2899696452580428,"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."}}