{"id":"W2267426610","doi":"10.1371/journal.pone.0147607","title":"Dignity and Distress towards the End of Life across Four Non-Cancer Populations","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"CapitalCare Foundation; George & Fay Yee Centre for Healthcare Innovation; Winnipeg Regional Health Authority; University of Alberta; University of Manitoba; CancerCare Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Dignity; Medicine; COPD; Distress; Palliative care; Amyotrophic lateral sclerosis; Gerontology; Disease; Cancer; Psychiatry; Clinical psychology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005959481,0.0002154957,0.0002458371,0.0007458371,0.0009371922,0.0007249418,0.0003553895,0.0003346181,0.0006979926],"category_scores_gemma":[0.002255812,0.0001202409,0.0002059377,0.0007780971,0.0007731623,0.0003915919,0.001181795,0.0003690028,0.00005934393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408768,"about_ca_system_score_gemma":0.001064952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04875609,"about_ca_topic_score_gemma":0.09548833,"domain_scores_codex":[0.9996229,0.0001130095,0.00002980379,0.00004968982,0.00008556572,0.00009892995],"domain_scores_gemma":[0.9991856,0.000115988,0.0003118787,0.00001937072,0.0001433548,0.0002237752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002523,0.00004993577,0.9943008,0.00001869093,0.00002305868,0.0001499143,0.002726877,0.00002849029,0.0001707635,0.00001883059,0.00006070739,0.002351603],"study_design_scores_gemma":[0.00001086641,0.0001698659,0.9942267,0.00001020969,0.000009690687,0.0002440086,0.005070756,0.00005520084,0.00004079379,0.00001955915,0.0001380452,0.000004206454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997991,0.00005275438,0.000008768715,0.0000120853,6.384101e-7,0.000007683212,0.00001775937,2.616275e-7,0.000100959],"genre_scores_gemma":[0.9998348,0.00003764129,0.00002182133,0.00001143325,8.632224e-7,0.000006266643,0.00004461055,1.430849e-7,0.00004237856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04875609,"threshold_uncertainty_score":0.09694463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2593054529618623,"score_gpt":0.3394666167950438,"score_spread":0.0801611638331815,"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."}}