{"id":"W4395099984","doi":"10.2196/50186","title":"mHealth Apps for Dementia, Alzheimer Disease, and Other Neurocognitive Disorders: Systematic Search and Environmental Scan","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; York University","funders":"","keywords":"Dementia; mHealth; Neurocognitive; Disease; Medicine; Alzheimer's disease; Psychiatry; Psychology; Cognition; Psychological intervention; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01969908,0.00186911,0.00740334,0.0425237,0.001533727,0.003138256,0.002325854,0.002229547,0.00961475],"category_scores_gemma":[0.08457343,0.001302381,0.00492648,0.03307358,0.001422706,0.005256931,0.003793585,0.00131997,0.001114352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005001442,"about_ca_system_score_gemma":0.02610831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338302,"about_ca_topic_score_gemma":0.04742321,"domain_scores_codex":[0.9808519,0.004726892,0.01010029,0.0009741951,0.002864392,0.0004823209],"domain_scores_gemma":[0.9084074,0.06542275,0.01516838,0.001563826,0.008686115,0.0007514621],"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":[0.0001116189,0.00001680172,0.001017837,0.9667675,0.001955017,0.0001709926,0.0006721764,0.0000496699,0.00016681,0.0002913588,0.002557623,0.02622258],"study_design_scores_gemma":[0.0001019204,0.00008600596,0.003094331,0.9732194,0.00952511,0.0002381886,0.0004960635,0.00005761411,0.0001001485,0.0002656231,0.01278815,0.00002738807],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006456654,0.9610717,0.001706477,0.001632728,0.0003644118,0.00939124,0.01620224,0.0001198548,0.003054675],"genre_scores_gemma":[0.03888573,0.9220481,0.008550999,0.002172441,0.0001929188,0.02016388,0.006796843,0.00005799963,0.00113113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0425237,"threshold_uncertainty_score":0.1041799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526690969842036,"score_gpt":0.4986943073964625,"score_spread":0.3460252104122589,"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."}}