{"id":"W4413241308","doi":"10.33790/jcnrc1100209","title":"Important Life Activities of Older Adults in The Chiang Mai Community: A Text Mining Analysis Using KH Coder","year":2025,"lang":"en","type":"article","venue":"Journal of Comprehensive Nursing Research and Care","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Chiang mai; Dementia; Gerontology; Psychology; Life satisfaction; Medicine; Social psychology; Sociology; Socioeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174581,0.00028087,0.0004745185,0.006572277,0.000776532,0.001033259,0.0003866695,0.0004407437,0.001041414],"category_scores_gemma":[0.005167001,0.0001228209,0.0004140141,0.006860405,0.0003141179,0.0005554495,0.0007926505,0.000397786,0.0003580263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006523106,"about_ca_system_score_gemma":0.001215159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212502,"about_ca_topic_score_gemma":0.02453622,"domain_scores_codex":[0.9990686,0.0001875325,0.0002744082,0.0001833622,0.0001943437,0.00009175366],"domain_scores_gemma":[0.9950728,0.00292163,0.0008984996,0.0001193015,0.0007821054,0.0002058078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000374065,0.0003902747,0.7839416,0.004177508,0.0001309296,0.00390527,0.05361615,0.0004618086,0.006110008,0.0004350081,0.006927324,0.1395301],"study_design_scores_gemma":[0.00002235893,0.0001764092,0.9098625,0.0008392743,0.0001655953,0.001518708,0.0684935,0.003464008,0.002306575,0.0003436318,0.01274106,0.00006639025],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790921,0.0005208054,0.0009002625,0.0002461054,0.00001723139,0.0004726357,0.01743256,0.00003819449,0.001280191],"genre_scores_gemma":[0.9651747,0.000855869,0.01030685,0.0001885047,0.00003466046,0.001672824,0.02030569,0.00001961361,0.001441389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212502,"threshold_uncertainty_score":0.02410889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772827857696656,"score_gpt":0.4087724529639311,"score_spread":0.3610441743869646,"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."}}