{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06510723,0.001213593,0.003840338,0.02793402,0.004031314,0.005625707,0.002451837,0.002385206,0.003607247],"category_scores_gemma":[0.1690883,0.001301425,0.002994007,0.02341498,0.003021817,0.006310847,0.006003914,0.001995958,0.0005276678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01373598,"about_ca_system_score_gemma":0.04770264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752774,"about_ca_topic_score_gemma":0.03759799,"domain_scores_codex":[0.9626496,0.0216125,0.008314995,0.001215728,0.005081149,0.001125843],"domain_scores_gemma":[0.8368608,0.1349357,0.00772062,0.002171136,0.01752352,0.0007882268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001662505,0.0001300021,0.003575185,0.5980108,0.0008156492,0.001212877,0.1242838,0.0004703626,0.0006183227,0.007332331,0.01160862,0.2517758],"study_design_scores_gemma":[0.0000402337,0.0001178796,0.002532875,0.8881049,0.00155932,0.0003740865,0.06012293,0.0001917039,0.0003048579,0.001689412,0.04490861,0.00005326248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04982217,0.8788373,0.0113372,0.009844241,0.0008451843,0.03055394,0.004798942,0.00008619275,0.01387494],"genre_scores_gemma":[0.1621553,0.7535335,0.02440691,0.003371897,0.0001735018,0.05266152,0.00179945,0.00005837411,0.001839622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06510723,"threshold_uncertainty_score":0.3443241,"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."}}