{"id":"W4390556563","doi":"10.20933/100001292","title":"AgeTech, Ethics and Equity: Towards a Cultural Shift in AgeTech Ethical Responsibility","year":2023,"lang":"en","type":"report","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Loneliness; Population ageing; Gerontechnology; Quality of life (healthcare); Health care; Mental health; Population; Information and Communications Technology; Public relations; Gerontology; Economic growth; Business; Psychology; Political science; Medicine; Nursing; Social psychology; Economics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.05767942,0.0007974014,0.0007702635,0.002417163,0.01624267,0.02766523,0.002270261,0.009627567,0.003910367],"category_scores_gemma":[0.03248386,0.0006384799,0.0006248704,0.001945179,0.1114167,0.03054081,0.02153455,0.02518093,0.0009644121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142652,"about_ca_system_score_gemma":0.02126811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783626,"about_ca_topic_score_gemma":0.004461324,"domain_scores_codex":[0.9491954,0.03829187,0.001488029,0.002887881,0.005424194,0.002712551],"domain_scores_gemma":[0.9493027,0.02735518,0.00377434,0.004551955,0.007087208,0.007928671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001932898,0.0000629151,0.001068514,0.0001108936,0.000007484135,0.0001479091,0.2221193,0.0000919997,0.0001414943,0.7453093,0.01391928,0.01700157],"study_design_scores_gemma":[0.00001856005,0.00005993348,0.001170374,0.001058989,0.000008566913,0.0004556336,0.1214378,0.0004642721,0.0002744461,0.4905335,0.3844521,0.00006579699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06686206,0.0230749,0.03371229,0.6026389,0.005910712,0.0001863104,0.00006014061,0.0001280897,0.2674266],"genre_scores_gemma":[0.8726747,0.007861644,0.01214715,0.08828065,0.002170321,0.000231773,0.00004663915,0.000225278,0.01636187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05767942,"threshold_uncertainty_score":0.3050416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2744508839165999,"score_gpt":0.5047978974722547,"score_spread":0.2303470135556548,"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."}}