{"id":"W2122770364","doi":"10.1155/2013/230134","title":"Neuropsychiatric Symptoms of Dementia: Consent, Quality of Life, and Dignity","year":2013,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dignity; Dementia; Harm; Autonomy; Medicine; Palliative care; Quality of life (healthcare); Advance care planning; Informed consent; Psychiatry; Intensive care medicine; Nursing; Disease; Psychology; Alternative medicine; Pathology","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":[0.004057734,0.0001436881,0.000286531,0.0002879606,0.001268305,0.001743351,0.0004943713,0.001157589,0.002934447],"category_scores_gemma":[0.02313478,0.00007856755,0.0002152809,0.0002418862,0.003279463,0.001536603,0.002317644,0.001666411,0.0004940912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537507,"about_ca_system_score_gemma":0.003434298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604418,"about_ca_topic_score_gemma":0.002991796,"domain_scores_codex":[0.9968976,0.001836966,0.0002433987,0.00008795642,0.0007234135,0.0002107487],"domain_scores_gemma":[0.9945858,0.001327164,0.001068702,0.0004832047,0.0009379334,0.001597133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000358545,0.0008234993,0.1212221,0.0009605599,0.0001789332,0.007225377,0.05761667,0.001095364,0.003980101,0.1206982,0.07147935,0.6143613],"study_design_scores_gemma":[0.0002373396,0.001316996,0.2572619,0.005563178,0.0000982967,0.04045761,0.06790075,0.001728646,0.002161618,0.2623604,0.360538,0.0003753124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.476337,0.02081797,0.01060118,0.1900372,0.001240135,0.0003443371,0.0002859732,0.00011194,0.3002242],"genre_scores_gemma":[0.9850349,0.00266478,0.002620538,0.004298161,0.0001636451,0.00006635422,0.00006920189,0.00001017428,0.005072186],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004057734,"threshold_uncertainty_score":0.02145964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198716909771072,"score_gpt":0.5116345389024314,"score_spread":0.2917628479253241,"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."}}