{"id":"W4210883372","doi":"10.1177/20552076221076672","title":"Mobile phone apps for family caregivers: A scoping review and qualitative content analysis","year":2022,"lang":"en","type":"review","venue":"Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of British Columbia","funders":"","keywords":"mHealth; Family caregivers; Phone; Android (operating system); Internet privacy; Mobile phone; App store; Caregiver burden; World Wide Web; Service provider; Inclusion (mineral); Download; Content analysis; Service (business); Psychology; Nursing; Computer science; Medicine; Business; Psychological intervention","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00324894,0.0006585896,0.005558368,0.0005847952,0.002093901,0.00003465634,0.0003997602,0.0003141707,0.0002927078],"category_scores_gemma":[0.0005265262,0.0005851027,0.0008492531,0.001954789,0.0001148702,0.0001995285,0.0002936555,0.001239686,0.000123516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434124,"about_ca_system_score_gemma":0.008794884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006674585,"about_ca_topic_score_gemma":0.0002249602,"domain_scores_codex":[0.9916621,0.001666692,0.003498269,0.001252183,0.0004327387,0.001488015],"domain_scores_gemma":[0.9900784,0.004626149,0.002870347,0.0009332966,0.0002667288,0.001225116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008723666,0.00005359474,0.000001835572,0.4381385,0.0001907393,4.704943e-7,0.001733735,8.099531e-8,5.153365e-10,0.0004893236,0.009266078,0.5501169],"study_design_scores_gemma":[0.0004484254,0.0003151128,9.659994e-7,0.1184087,0.001457477,0.00000235032,0.008120529,0.000001906822,5.807086e-10,0.00005954261,0.8708442,0.0003408387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.384658e-7,0.9404055,0.0007562544,0.0003323569,0.0002930682,0.04946345,0.007093342,0.0001578712,0.001497259],"genre_scores_gemma":[0.000001626209,0.8333095,0.0002387615,0.005002814,0.0001121781,0.1538657,0.006056674,0.00009515292,0.001317544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8615781,"threshold_uncertainty_score":0.99966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3559473186865008,"score_gpt":0.572401368814273,"score_spread":0.2164540501277721,"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."}}