{"id":"W4386472748","doi":"10.2196/46188","title":"Researched Apps Used in Dementia Care for People Living With Dementia and Their Informal Caregivers: Systematic Review on App Features, Security, and Usability","year":2023,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Calgary; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Dementia; Usability; Psychological intervention; Mobile apps; Internet privacy; Gerontology; Quality of life (healthcare); Psychology; Medicine; Nursing; World Wide Web; Computer science; Human–computer interaction; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03417402,0.0003804902,0.003254848,0.0008931971,0.00044956,0.00006307384,0.001069609,0.0007695699,0.0001590042],"category_scores_gemma":[0.01199433,0.0002196702,0.0002318911,0.0008966064,0.0002706288,0.0001316631,0.0008259633,0.006398271,0.00002284062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911124,"about_ca_system_score_gemma":0.005248454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008137316,"about_ca_topic_score_gemma":0.008945878,"domain_scores_codex":[0.9878848,0.005017333,0.002890395,0.0005129629,0.002450382,0.001244078],"domain_scores_gemma":[0.9795706,0.01603506,0.001224363,0.000588481,0.001180983,0.001400529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006032611,0.00006788303,0.0003966079,0.9522995,0.0002542823,0.00001317065,0.004389678,2.673549e-8,6.436858e-9,0.0003020533,0.008531471,0.03368495],"study_design_scores_gemma":[0.0008386904,0.0006308625,0.0001241279,0.7902703,0.0003634211,0.0000562068,0.00859742,0.00002611859,2.996182e-8,0.00004477264,0.1989044,0.0001437097],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002623368,0.9825677,0.00004861644,0.001468311,0.0001370001,0.01529722,0.00006522769,0.0000193476,0.0001342966],"genre_scores_gemma":[0.001219863,0.9899585,0.00004037163,0.0002083861,0.0002648591,0.008052698,0.00005341125,0.00005846806,0.0001434364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1903729,"threshold_uncertainty_score":0.9963281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443922451389139,"score_gpt":0.5289579027351465,"score_spread":0.3845656575962326,"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."}}