{"id":"W4404051156","doi":"10.1080/03601277.2024.2422335","title":"Effects of thematic art programs on cognitive function and depressive symptoms in older adults","year":2024,"lang":"en","type":"article","venue":"Educational Gerontology","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Depressive symptoms; Thematic analysis; Clinical psychology; Gerontology; Function (biology); Developmental psychology; Qualitative research; Medicine; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004671726,0.000070666,0.0001045995,0.00007041259,0.00005308711,0.00001330728,0.00002282538,0.00002951621,0.0004183283],"category_scores_gemma":[0.00001231685,0.00005644722,0.0000197913,0.00001779988,0.0001278245,0.00007229202,0.000006348579,0.00007313969,0.0000536586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002337503,"about_ca_system_score_gemma":0.00005219951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005628734,"about_ca_topic_score_gemma":0.0003822713,"domain_scores_codex":[0.9995127,0.00004739832,0.0001272639,0.0001460724,0.00006110296,0.0001054017],"domain_scores_gemma":[0.9994738,0.0004039085,0.00003421172,0.00003362551,0.00002723634,0.00002729227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000486599,0.001642992,0.005646688,0.002278467,0.0001621564,0.000004928216,0.1270967,3.071223e-7,0.00001887465,0.6728274,0.001815898,0.188019],"study_design_scores_gemma":[0.008355818,0.008753167,0.7391422,0.02200944,0.0005032742,0.00009278853,0.03648786,0.0004634941,0.001171792,0.158246,0.02354252,0.001231691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881595,0.003478942,0.00001462227,0.0005297414,0.0008348359,0.0004873489,0.000003817928,0.00001594217,0.006475282],"genre_scores_gemma":[0.9970603,0.00002883096,0.000004855835,0.0002239114,0.0002034064,0.0002198355,0.00003962535,0.000006779751,0.002212474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7334955,"threshold_uncertainty_score":0.4580402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961756860173798,"score_gpt":0.2918812037218796,"score_spread":0.2722636351201417,"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."}}