{"id":"W4393069307","doi":"10.1891/jnm-2023-0018","title":"Self- and Proxy-Completion of Quality of Life Assessment in Dementia Care: A Review of Reviews","year":2024,"lang":"en","type":"review","venue":"Journal of Nursing Measurement","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity Western University; Providence Health Care; Western University; University of Alberta","funders":"","keywords":"Proxy (statistics); Dementia; Psychology; Gerontology; Quality of life (healthcare); Medicine; Applied psychology; Computer science; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01402694,0.0003702078,0.005094572,0.0005553888,0.00006429447,0.000006258779,0.0002680903,0.0002605424,0.00004023091],"category_scores_gemma":[0.0007600377,0.0002616,0.0008915583,0.0006572271,0.00006665115,0.00007160613,0.00004911307,0.001182912,0.000001912342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617235,"about_ca_system_score_gemma":0.003485857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005129805,"about_ca_topic_score_gemma":0.00001497884,"domain_scores_codex":[0.9876917,0.003561913,0.006654846,0.0002687991,0.001527713,0.0002950275],"domain_scores_gemma":[0.9896991,0.0001831469,0.007913862,0.000395043,0.001666537,0.0001423121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002414183,0.0003215669,0.0001079729,0.6586369,0.0003479893,0.000001276355,0.001940446,5.967162e-8,0.00001032679,0.00005721152,0.01371551,0.3248366],"study_design_scores_gemma":[0.0003668302,0.0002443928,0.0005192951,0.5815366,0.004552423,0.000005703463,0.0004909657,3.47276e-7,8.391768e-7,0.00004334227,0.4121121,0.0001271351],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001984147,0.9938065,0.00008319238,0.0004328386,0.002477729,0.002485308,0.00001863313,0.000006811519,0.0006691844],"genre_scores_gemma":[0.0003211046,0.9969805,0.002325097,0.00003501534,0.0002378821,0.00004544607,0.00001077222,0.00003453986,0.000009647945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3983966,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3582422142947876,"score_gpt":0.5454325033579038,"score_spread":0.1871902890631162,"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."}}