{"id":"W3202770721","doi":"10.2196/33572","title":"Empowering Dementia Carers With an iSupport Virtual Assistant (e-DiVA) in Asia-Pacific Regional Countries: Protocol for a Pilot Multisite Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Auckland; World Health Organization","keywords":"Randomized controlled trial; Dementia; Protocol (science); Medicine; Intervention (counseling); Health care; Nursing; Family medicine; Gerontology; Psychology; Medical education; Alternative medicine; Disease; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04137127,0.005897425,0.0112001,0.002984459,0.004293036,0.005196544,0.004245147,0.008537551,0.07251368],"category_scores_gemma":[0.03759255,0.003691804,0.00654556,0.003513581,0.003557937,0.004889172,0.00278268,0.009214862,0.01097014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006552984,"about_ca_system_score_gemma":0.01973105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955768,"about_ca_topic_score_gemma":0.006754567,"domain_scores_codex":[0.9792519,0.01220292,0.002757143,0.001480136,0.002191149,0.002116688],"domain_scores_gemma":[0.9837715,0.005048176,0.003060049,0.001743756,0.004200405,0.00217605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8065272,0.04246381,0.001522924,0.0514769,0.003630123,0.0005895809,0.001812504,0.003210515,0.002686663,0.005783288,0.02599765,0.0542988],"study_design_scores_gemma":[0.9141436,0.04225155,0.002298416,0.005722468,0.001167316,0.00007742631,0.0005612824,0.001800757,0.0009323809,0.002911503,0.02799784,0.0001353949],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007963606,0.00009030839,0.00039602,0.00007847574,0.0001108013,0.9979846,0.0003326767,0.00002838443,0.0001823033],"genre_scores_gemma":[0.000592382,0.0000472693,0.0006485753,0.00005315239,0.00001278995,0.9984988,0.00003992952,0.000001370211,0.0001057408],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07251368,"threshold_uncertainty_score":0.2425824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311637970975145,"score_gpt":0.5274180582654735,"score_spread":0.396254261167959,"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."}}