{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008535197,0.00006342931,0.0001704862,0.00001341647,0.0000809789,0.000006137631,0.00006650394,0.00003754549,0.000140285],"category_scores_gemma":[0.0003566819,0.00003366771,0.0000299554,0.00006364316,0.0001399173,0.00006966602,0.000065767,0.00006498376,0.000008991125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001521571,"about_ca_system_score_gemma":0.00003850551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886148,"about_ca_topic_score_gemma":0.00008049189,"domain_scores_codex":[0.9994126,0.00002213152,0.0001353395,0.00009762766,0.0002072582,0.0001250717],"domain_scores_gemma":[0.9994807,0.00007885214,0.00006322531,0.0002145753,0.00007690344,0.00008573131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808442,0.0009075215,0.9458456,0.0002443962,0.0002443024,0.000002065273,0.001425679,2.276679e-7,0.02682853,0.0001090533,0.0002397552,0.02397203],"study_design_scores_gemma":[0.001061399,0.0001010992,0.9807441,0.0004231976,0.0001401348,6.342429e-7,0.00006498589,0.00002844378,0.01669617,0.0004881597,0.0001863779,0.00006535588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934717,0.0001788015,0.0000919911,0.004818207,0.00002949616,0.0002131847,0.0002716499,0.00001368736,0.000911214],"genre_scores_gemma":[0.9988254,0.0001700334,0.0001370711,0.0001823137,0.0001049659,0.00002137782,0.000008477688,0.000006889157,0.0005434809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489844,"threshold_uncertainty_score":0.1536023,"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."}}