{"id":"W4395471769","doi":"10.2196/55557","title":"Online Cognitive Stimulation Therapy for Dementia in Brazil and India: Acceptability, Feasibility, and Lessons for Implementation","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Indian Council of Medical Research","keywords":"Dementia; Cognition; Stimulation; Medicine; Physical medicine and rehabilitation; Gerontology; Psychology; Neuroscience; Psychiatry; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004621636,0.000406232,0.0004766844,0.0008491736,0.001846912,0.001594746,0.0009514354,0.0005393832,0.001670337],"category_scores_gemma":[0.01172173,0.0003469364,0.0008927943,0.0008718079,0.001551752,0.0008684678,0.002257442,0.001073472,0.0001520307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003610837,"about_ca_system_score_gemma":0.0144372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06088783,"about_ca_topic_score_gemma":0.1046157,"domain_scores_codex":[0.9969293,0.001479264,0.0002549266,0.0001617198,0.0004155551,0.0007591731],"domain_scores_gemma":[0.9936019,0.003231618,0.0007176544,0.0002494412,0.0009283657,0.001271033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001910062,0.01028836,0.3468037,0.005043558,0.0001929572,0.006194314,0.2112856,0.000465192,0.007856935,0.002138852,0.003471649,0.4043489],"study_design_scores_gemma":[0.001499443,0.01146665,0.7768955,0.003015477,0.0004342391,0.003128153,0.1862362,0.0009947375,0.003163424,0.0008273407,0.01213249,0.0002063929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942762,0.0004295862,0.0003704646,0.00132348,0.00002496383,0.0008916488,0.0001356577,0.00004606269,0.002501831],"genre_scores_gemma":[0.9958298,0.0008001223,0.001577645,0.0004539714,0.00001655746,0.0008228666,0.0001001203,0.000009930238,0.000389149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06088783,"threshold_uncertainty_score":0.1210669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082387725805721,"score_gpt":0.5344360244386422,"score_spread":0.4261972518580701,"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."}}