{"id":"W4410929929","doi":"10.1080/17483107.2025.2512000","title":"Implementation of a tablet-based care prevention programme—information and communication technology-integrated occupational therapy for older adults with cognitive decline","year":2025,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","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":"Occupational therapy; Cognition; Gerontology; Assistive technology; Medicine; Nursing; Psychology; Physical therapy; Computer science; Psychiatry; Human–computer interaction","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":[0.0004015455,0.0001486612,0.0002623852,0.0004885701,0.0001733217,0.00002058498,0.00005793864,0.0001877604,0.00002281963],"category_scores_gemma":[0.0005922312,0.0001189933,0.00005152519,0.00081858,0.001388304,0.0001940092,0.00004426987,0.000150267,3.830126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177277,"about_ca_system_score_gemma":0.0002972723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008835887,"about_ca_topic_score_gemma":0.000262892,"domain_scores_codex":[0.9988368,0.00009316295,0.0004275054,0.0002919084,0.0001726371,0.0001780088],"domain_scores_gemma":[0.997205,0.0004616248,0.0002023614,0.0001919199,0.001904325,0.00003480103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002266744,0.0003792981,0.6343784,0.0004974155,0.00006212853,4.554573e-8,0.0002203441,2.218281e-7,0.00006178934,0.001202467,0.000005543696,0.3609256],"study_design_scores_gemma":[0.01034864,0.003410236,0.9263301,0.0005832075,0.000106395,0.000001452264,0.05469564,0.000200354,0.00312733,0.0008673584,0.0002345964,0.00009466388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663001,0.0003869217,0.02235584,0.006118546,0.00001058096,0.00456767,0.0001072198,0.00009703352,0.00005609792],"genre_scores_gemma":[0.9812161,0.0000406779,0.01553771,0.0000755337,0.000002393006,0.002107018,0.001005691,0.000006220508,0.00000868487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3608309,"threshold_uncertainty_score":0.5115265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009918478655770432,"score_gpt":0.3612422397533475,"score_spread":0.3513237610975771,"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."}}