{"id":"W4229038015","doi":"10.2196/33714","title":"Perceptions of In-home Monitoring Technology for Activities of Daily Living: Semistructured Interview Study With Community-Dwelling Older Adults","year":2022,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Gerontology; Perception; Personal hygiene; Psychology; Independent living; Medicine; Physical therapy; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003782361,0.0003808663,0.0004984822,0.000811446,0.002314824,0.001302501,0.0004283124,0.0007380287,0.001693713],"category_scores_gemma":[0.005540512,0.0005155192,0.0003363743,0.0006154273,0.00138026,0.001153214,0.001908139,0.001288711,0.0003447478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262165,"about_ca_system_score_gemma":0.001466752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247406,"about_ca_topic_score_gemma":0.02509168,"domain_scores_codex":[0.9988028,0.0006127777,0.0001287468,0.0001098366,0.0001262853,0.0002195235],"domain_scores_gemma":[0.9966764,0.001400872,0.0005966813,0.00009229183,0.0006064083,0.0006272494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001120594,0.0004359793,0.07223666,0.0002337705,0.00001012977,0.0008354377,0.9184644,0.00003047171,0.001859758,0.00008459327,0.0003559605,0.005340809],"study_design_scores_gemma":[0.00001746991,0.0006708372,0.05130763,0.0001601994,0.0000115248,0.0003656783,0.9452571,0.00009878452,0.0003102368,0.00006680889,0.001712785,0.00002104975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992244,0.000106538,0.00009069919,0.00007330433,0.000003508736,0.00009196343,0.00003585713,0.000001933569,0.0003718853],"genre_scores_gemma":[0.9982561,0.0003339317,0.0003373596,0.000208557,0.000005134229,0.0002763603,0.00006035605,0.000002458142,0.0005196662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247406,"threshold_uncertainty_score":0.02480292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958508984305768,"score_gpt":0.3138500496438104,"score_spread":0.2942649598007527,"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."}}