{"id":"W4312038904","doi":"10.1093/geroni/igac059.2805","title":"IMPLEMENTING VISUAL VIDEOS AND IMAGES WITH PEOPLE WITH DEMENTIA IN CARE SETTINGS: A SCOPING REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Dementia; Psychology; Cognition; Isolation (microbiology); Population; Applied psychology; Social psychology; Medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.01125949,0.0002514588,0.0009379723,0.0008883157,0.0005223415,0.0001784268,0.0002482035,0.00005955108,0.0002140226],"category_scores_gemma":[0.001673489,0.0002223763,0.00003380097,0.006110824,0.0001180626,0.0003888623,0.0002821227,0.0006110166,0.000001482712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939098,"about_ca_system_score_gemma":0.001690517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009175232,"about_ca_topic_score_gemma":0.005720117,"domain_scores_codex":[0.9949074,0.001946999,0.001043735,0.0005248757,0.0008164093,0.0007605414],"domain_scores_gemma":[0.9981664,0.0007430799,0.0006869229,0.0001663298,0.0001837129,0.00005356318],"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":[0.000003346956,0.00002017237,0.01268485,0.1093803,0.00003975362,0.00002726007,0.009103081,0.000001175007,9.996078e-7,0.0004207082,0.00002664086,0.8682917],"study_design_scores_gemma":[0.0003035106,0.00006061649,0.000173883,0.4274932,0.0001401052,0.000004551751,0.00964219,0.000005158529,0.000002831542,0.0000151295,0.5617168,0.0004420863],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005779465,0.995531,0.0002382761,0.00012459,0.00003503338,0.00242726,0.000005733459,0.00004196837,0.001018235],"genre_scores_gemma":[0.0005622834,0.9958888,0.001940526,0.0001606749,0.00005539837,0.001281399,0.00005359492,0.00004139749,0.00001594707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8678496,"threshold_uncertainty_score":0.9068242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3498133196441726,"score_gpt":0.6284350664884117,"score_spread":0.2786217468442391,"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."}}