{"id":"W3212803345","doi":"10.2196/32785","title":"An mHealth App-Based Self-management Intervention for Family Members of Pediatric Transplant Recipients (myFAMI): Framework Design and Development Study","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"mHealth; Intervention (counseling); Smartphone app; Software deployment; eHealth; Telemedicine; Self-management; Web application; App store; Internet privacy; Health care; Medicine; Psychology; Computer science; Nursing; World Wide Web; Psychological intervention","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":[0.0216009,0.001066607,0.0008019304,0.001629036,0.002461133,0.002026276,0.001953879,0.001535733,0.005947956],"category_scores_gemma":[0.01244049,0.0006132863,0.001696892,0.0008683293,0.001981513,0.001878083,0.003148719,0.001381501,0.0004117925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00750858,"about_ca_system_score_gemma":0.02227742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008962025,"about_ca_topic_score_gemma":0.0161615,"domain_scores_codex":[0.9897617,0.00795301,0.0003914133,0.0005602687,0.0005304705,0.0008032746],"domain_scores_gemma":[0.9911683,0.006249821,0.0004509365,0.0003209985,0.001152383,0.0006575912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004280814,0.03312604,0.05448342,0.04318273,0.0009818634,0.002188564,0.1718248,0.01244664,0.007378675,0.07801127,0.01362019,0.578475],"study_design_scores_gemma":[0.0303246,0.1375853,0.1258094,0.04911528,0.00540522,0.002711373,0.2558995,0.03834112,0.01915184,0.03131586,0.3036149,0.0007256139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7367068,0.003231273,0.05824624,0.002931319,0.0002292993,0.176587,0.002452362,0.0002889129,0.01932682],"genre_scores_gemma":[0.4968385,0.002738823,0.271653,0.0007879906,0.00003041953,0.2246291,0.0006482471,0.00004436911,0.00262948],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0216009,"threshold_uncertainty_score":0.1142378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06965885157873891,"score_gpt":0.4500401454239568,"score_spread":0.3803812938452179,"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."}}