{"id":"W2621882532","doi":"10.1177/2055668318775315","title":"Needs and preferences for technology among Chinese family caregivers of persons with dementia: A pilot study","year":2018,"lang":"en","type":"article","venue":"Journal of Rehabilitation and Assistive Technologies Engineering","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University of Toronto; Toronto Rehabilitation Institute; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Family caregivers; Gerontology; Ethnic group; Psychology; Population; Medicine; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006864465,0.0003729709,0.0003108911,0.0007828029,0.002184765,0.0006485932,0.0002319371,0.0003423476,0.00175834],"category_scores_gemma":[0.001816852,0.0002718222,0.0004353937,0.0007777647,0.0004917211,0.000467192,0.0005431967,0.0003631733,0.0001739509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479457,"about_ca_system_score_gemma":0.002144268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023065,"about_ca_topic_score_gemma":0.153174,"domain_scores_codex":[0.9997259,0.000052879,0.00002641545,0.00002631372,0.00006375154,0.000104689],"domain_scores_gemma":[0.9991713,0.0001449167,0.000195465,0.000027273,0.0002165799,0.0002446223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829013,0.0004776052,0.9386864,0.0001065857,0.00002769274,0.0009801061,0.04909737,0.00004049015,0.0008132004,0.00005366027,0.0004379092,0.009096107],"study_design_scores_gemma":[0.00002521595,0.0008716704,0.8846682,0.00005900892,0.00003799906,0.0005764479,0.1124384,0.0001665828,0.0002360334,0.00004905901,0.0008463685,0.00002506368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997277,0.00003055896,0.00001011328,0.000021596,0.000001309679,0.00001392102,0.00003164757,3.155111e-7,0.0001629207],"genre_scores_gemma":[0.9993725,0.0001335319,0.0000677588,0.00005712353,0.000002976475,0.00002830523,0.0000538662,3.58818e-7,0.0002835858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023065,"threshold_uncertainty_score":0.2034221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208063641412882,"score_gpt":0.276270685489175,"score_spread":0.2641900490750462,"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."}}