{"id":"W2961096861","doi":"10.3233/tad-180217","title":"Informing the development of assistive technologies for persons with dementia by connecting financial measures of wealth to perceptions of task dependence","year":2019,"lang":"en","type":"article","venue":"Technology and Disability","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Task (project management); Perception; Dementia; Finance; Psychology; Assistive technology; Business; Actuarial science; Computer science; Economics; Medicine; Human–computer interaction; Management; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002537064,0.000281623,0.0001863556,0.001233133,0.0005573374,0.001177537,0.0002865329,0.0003237058,0.002238006],"category_scores_gemma":[0.01471343,0.0001700807,0.0003177904,0.0006885677,0.000431729,0.001082758,0.000945415,0.0006187105,0.0001347952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007565723,"about_ca_system_score_gemma":0.001573851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02692639,"about_ca_topic_score_gemma":0.06684546,"domain_scores_codex":[0.9994318,0.0002835659,0.00005868613,0.00003643682,0.00009988837,0.00008958232],"domain_scores_gemma":[0.9952217,0.001984366,0.001617947,0.0001228999,0.000598818,0.0004544511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002169597,0.0001355247,0.983639,0.00005021406,0.0000279814,0.00003112331,0.00161772,0.0001612857,0.00003277731,0.0001376845,0.0002277752,0.01391734],"study_design_scores_gemma":[0.000006679127,0.0001126595,0.9906521,0.0001907613,0.000051889,0.00007901811,0.006130209,0.001379677,0.0001132861,0.0004983998,0.0007731014,0.00001235963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966876,0.0002654299,0.0003927202,0.0003508273,0.000004035252,0.00003859102,0.0001858583,0.000003032751,0.002071908],"genre_scores_gemma":[0.9988445,0.0002877021,0.0006111035,0.00003007128,0.000002165421,0.00002048687,0.0001142101,4.264898e-7,0.00008941593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02692639,"threshold_uncertainty_score":0.05353934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844563986978111,"score_gpt":0.3088888724507582,"score_spread":0.2904432325809772,"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."}}