{"id":"W4417010235","doi":"10.2196/69755","title":"Benefits and Barriers of Caregiver App Engagement for Supporting Diverse Children With Asthma: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital health; Mobile apps; mHealth; Smartphone app; Telehealth; Social support; Child health; Qualitative research","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":[0.0167383,0.0009875571,0.001186912,0.00226817,0.003335287,0.002479361,0.001312754,0.0009079985,0.002614599],"category_scores_gemma":[0.01809753,0.001031327,0.002136685,0.002012642,0.000996031,0.002023348,0.002477449,0.001100552,0.0004158705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680125,"about_ca_system_score_gemma":0.004452301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051224,"about_ca_topic_score_gemma":0.02577635,"domain_scores_codex":[0.9908121,0.00536739,0.001122206,0.0008593686,0.001058837,0.0007799586],"domain_scores_gemma":[0.9875517,0.00635063,0.00264828,0.0009749861,0.001867317,0.0006070558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001653217,0.00894112,0.7936805,0.003163014,0.001179563,0.0009214509,0.1166829,0.000140116,0.0008387346,0.0006217602,0.00168232,0.07049531],"study_design_scores_gemma":[0.0009495535,0.01349392,0.6783379,0.003467326,0.001506801,0.001867814,0.2869108,0.001210571,0.001522975,0.0007379705,0.009794224,0.0002001581],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938694,0.001197484,0.0009917658,0.0001293466,0.00002440273,0.002381857,0.0004661849,0.000009856059,0.0009295819],"genre_scores_gemma":[0.9769337,0.002233712,0.005621529,0.0006420235,0.00005111884,0.01318811,0.0005111489,0.0000129986,0.0008056466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167383,"threshold_uncertainty_score":0.0885216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234585231863505,"score_gpt":0.4401905527688803,"score_spread":0.3978447004502453,"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."}}