{"id":"W4389787005","doi":"10.3389/frhs.2023.1223337","title":"Virtual collaborative creative engagement in a pandemic world: creative connection for older adults with lived experience of dementia","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; University of British Columbia","funders":"Concordia University; Vancouver Foundation","keywords":"Loneliness; Dementia; Psychology; Social isolation; Thematic analysis; Creativity; Mental health; Empowerment; Qualitative research; Social psychology; Sociology; Medicine; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004869688,0.0001739476,0.0003861372,0.0004306889,0.0003299255,0.00002182873,0.0001224816,0.00003439176,0.0001493273],"category_scores_gemma":[0.000005609321,0.0001480306,0.00002763615,0.0004037532,0.0001448941,0.0002942256,0.00002847492,0.0001287834,0.00000255683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127215,"about_ca_system_score_gemma":0.000162845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873059,"about_ca_topic_score_gemma":0.04800252,"domain_scores_codex":[0.9983433,0.0002464262,0.0005148404,0.00032501,0.0001784843,0.0003919325],"domain_scores_gemma":[0.999211,0.0001458646,0.0003270972,0.0001118955,0.0001260114,0.00007812523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002635194,0.0001917376,0.02689647,0.001011649,0.00006042249,0.000001962632,0.9601361,0.0001006675,0.000002694987,0.00232456,0.0005259512,0.006112624],"study_design_scores_gemma":[0.003430664,0.001150208,0.01979623,0.001927359,0.000009528776,1.916306e-7,0.9609874,0.002017212,0.0001423432,0.000335933,0.01002799,0.0001748699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941311,0.001136198,0.0003097357,0.0002187293,0.0005698986,0.002584463,0.0001096919,0.00006311357,0.0008769962],"genre_scores_gemma":[0.9958121,0.0008024358,0.0007704748,0.0005162003,0.00007352131,0.0009478194,0.0001082369,0.00001950323,0.0009497363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04312946,"threshold_uncertainty_score":0.9693689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174190542535947,"score_gpt":0.3111502744206307,"score_spread":0.2794083689952712,"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."}}