{"id":"W2944348796","doi":"10.2196/12633","title":"Information and Communications Technology as a Health Promotion Method for Older Adults in Assisted-Living Facilities: Three-Arm Group-Randomized Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Quality of life (healthcare); Gerontology; Happiness; Information and Communications Technology; Medicine; Randomized controlled trial; Promotion (chess); Psychology; Nursing; Social psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003240341,0.000131873,0.0004541014,0.0005753256,0.0003967865,0.00007915586,0.000366418,0.0002607801,0.0000227426],"category_scores_gemma":[0.001186778,0.0001323919,0.0000725568,0.0005325151,0.0002888069,0.0007144122,0.0001653017,0.0002994317,0.00001289156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219269,"about_ca_system_score_gemma":0.0001743064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498921,"about_ca_topic_score_gemma":0.01043452,"domain_scores_codex":[0.9982114,0.0004301409,0.0005732734,0.0002111351,0.0001930757,0.0003809285],"domain_scores_gemma":[0.9980762,0.0009928525,0.0003456992,0.0004337117,0.0001003559,0.00005115407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01371294,0.0005638124,0.005589477,0.0004561366,0.00005444063,2.51581e-7,0.1584462,0.000002970962,0.00001441289,0.08775482,0.00008887408,0.7333157],"study_design_scores_gemma":[0.760693,0.0008443861,0.00807087,0.002763123,0.00003676717,0.00001269482,0.1620899,0.01163832,0.00002321019,0.03775596,0.01533116,0.0007405418],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234183,0.0005410354,0.03047697,0.02678471,0.0003268258,0.01531504,0.00001681514,0.0007936191,0.002326712],"genre_scores_gemma":[0.9816287,0.0001242554,0.01583678,0.0001247626,0.00002320718,0.002122573,0.00001860237,0.0000100113,0.0001111708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7469801,"threshold_uncertainty_score":0.5822706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297690378170729,"score_gpt":0.3547901859672827,"score_spread":0.3318132821855754,"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."}}