{"id":"W4391016866","doi":"10.2196/52996","title":"Quality and Accessibility of Home Assessment mHealth Apps for Community Living: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); Quality (philosophy); Internet privacy; App store; Computer science; World Wide Web; Medicine; Psychological intervention; Nursing","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":[0.02687108,0.001518109,0.009530445,0.01281939,0.0009522616,0.004397534,0.002684328,0.001970805,0.00372356],"category_scores_gemma":[0.1605711,0.00130226,0.00889566,0.01276302,0.001510867,0.004391667,0.002908739,0.001681253,0.0002744361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004697113,"about_ca_system_score_gemma":0.01687481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026858,"about_ca_topic_score_gemma":0.02278442,"domain_scores_codex":[0.9686547,0.01065449,0.01188077,0.001567847,0.006710186,0.0005319343],"domain_scores_gemma":[0.8409647,0.1172562,0.02576664,0.002074684,0.01311187,0.0008257735],"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":[0.0001941944,0.00001659979,0.00100228,0.9554253,0.00753651,0.00005980494,0.0003426771,0.00007200937,0.00007456316,0.0001551215,0.0008686747,0.03425222],"study_design_scores_gemma":[0.0002029427,0.0001592517,0.003733737,0.9321037,0.05461204,0.0002066468,0.0003516171,0.0001017646,0.0001544571,0.0002709826,0.008066307,0.00003654914],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002163123,0.9945873,0.0004772359,0.0004336301,0.0001470224,0.0008975553,0.0007617151,0.00002240284,0.0005100566],"genre_scores_gemma":[0.04174501,0.9519293,0.001877196,0.0008579545,0.0001454453,0.002660625,0.0005966145,0.00002230727,0.0001656062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02687108,"threshold_uncertainty_score":0.1421095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2772398955540847,"score_gpt":0.554584387005338,"score_spread":0.2773444914512533,"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."}}