{"id":"W3046825606","doi":"10.2196/16928","title":"Perceived Need and Acceptability of an App to Support Activities of Daily Living in People With Cognitive Impairment and Their Carers: Pilot Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Technische Universität München","keywords":"Activities of daily living; Dementia; Cognition; Population; Usability; Psychology; Cognitive impairment; Gerontology; Medicine; Clinical psychology; Psychiatry; Disease","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":[0.002276206,0.000337734,0.0004647503,0.0008901275,0.0007040912,0.000732848,0.0003191424,0.0006401879,0.001276163],"category_scores_gemma":[0.005085646,0.0003077296,0.0008917557,0.0005506841,0.0004063627,0.0006649395,0.0006663745,0.0006718824,0.0003153611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800402,"about_ca_system_score_gemma":0.0003804434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893755,"about_ca_topic_score_gemma":0.003893062,"domain_scores_codex":[0.9990442,0.0003109694,0.0001675856,0.00008834973,0.0002446203,0.0001442598],"domain_scores_gemma":[0.997189,0.0007468581,0.0007297513,0.00009528299,0.0007608089,0.0004783718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003650903,0.001605181,0.9587222,0.0003453024,0.000164599,0.000551425,0.0230113,0.00006948135,0.001209213,0.00003297845,0.000512809,0.0134104],"study_design_scores_gemma":[0.00005970516,0.00381956,0.9696541,0.00006472236,0.00009484412,0.0007122275,0.02392618,0.0002922087,0.0002467779,0.00002527463,0.001076277,0.00002797908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994966,0.00006400565,0.00004168798,0.00002247061,0.000002786841,0.00007142629,0.00007512329,0.000001633077,0.0002244111],"genre_scores_gemma":[0.9991556,0.0001430883,0.0001796877,0.0000771456,0.000007811457,0.0001348201,0.0001017116,0.00000110892,0.00019887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002893755,"threshold_uncertainty_score":0.01203793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636767862216718,"score_gpt":0.3868194703166193,"score_spread":0.3231426840949475,"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."}}