{"id":"W2253966602","doi":"10.1093/geront/gnv027","title":"A Scoping Review of Research on the Arts, Aging, and Quality of Life","year":2015,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Public Health Agency of Canada","keywords":"Operationalization; The arts; Psychology; Quality of life (healthcare); Qualitative research; Gerontology; Medical education; Applied psychology; Sociology; Medicine; Social science; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03992228,0.002149338,0.005756291,0.03801885,0.00300462,0.007993668,0.002580261,0.004796207,0.005413936],"category_scores_gemma":[0.1506726,0.001652074,0.00523901,0.03886697,0.002646679,0.00636977,0.004037094,0.003072021,0.001073309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007777544,"about_ca_system_score_gemma":0.04166286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015066,"about_ca_topic_score_gemma":0.02493755,"domain_scores_codex":[0.9615647,0.01502962,0.01436131,0.001847241,0.006444192,0.0007527808],"domain_scores_gemma":[0.8468685,0.1145243,0.01597811,0.002197367,0.01924457,0.001187194],"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":[0.00010781,0.0000453786,0.001303957,0.8080867,0.001656129,0.0003116875,0.002807852,0.0002224917,0.0003566856,0.00235931,0.01088043,0.1718615],"study_design_scores_gemma":[0.00001903281,0.00004584723,0.001447607,0.9689011,0.00251546,0.0001676814,0.0009595404,0.00005255097,0.00008895358,0.0006635636,0.02512064,0.00001807022],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001106602,0.9928121,0.0007161787,0.001670719,0.0006562415,0.0009289411,0.0003316251,0.00001610472,0.001761476],"genre_scores_gemma":[0.006606481,0.9879339,0.001884566,0.0008852428,0.0002566971,0.001801137,0.0003583627,0.00001077873,0.0002627828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03992228,"threshold_uncertainty_score":0.2111318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7840358409250455,"score_gpt":0.5758986012218829,"score_spread":0.2081372397031627,"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."}}