{"id":"W4409764903","doi":"10.2196/64212","title":"Mobile Health App for Adolescent Asthma Self-Management: Development and Usability Study of the Pulmonary Education and Knowledge Mobile Asthma Action Plan","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Usability; mHealth; System usability scale; Medicine; Self-management; Asthma; Heuristic evaluation; Computer science; Psychological intervention; Nursing; Human–computer interaction","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":[0.01336234,0.0005838035,0.0007271643,0.0008026383,0.0005079287,0.001013702,0.0004797884,0.0005338048,0.001161209],"category_scores_gemma":[0.02663878,0.0004216225,0.001194144,0.0003800093,0.00045711,0.0009721345,0.0007863693,0.0006291038,0.0001977704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077878,"about_ca_system_score_gemma":0.001382532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148433,"about_ca_topic_score_gemma":0.002595569,"domain_scores_codex":[0.9951712,0.002615566,0.0006538081,0.0003466466,0.0009681545,0.0002445807],"domain_scores_gemma":[0.9868214,0.009025603,0.0007788183,0.0005035913,0.002487671,0.00038302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006504718,0.0605295,0.269733,0.006986058,0.001204963,0.001310183,0.0504224,0.002064658,0.02569438,0.000996749,0.005580993,0.5689723],"study_design_scores_gemma":[0.005837594,0.1775806,0.7311574,0.002039675,0.002805129,0.002404063,0.02104567,0.01445541,0.02119079,0.0004889725,0.0206608,0.0003339413],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99363,0.0001670372,0.001833247,0.00007723687,0.00002065257,0.003525668,0.0001118551,0.00003745246,0.0005969436],"genre_scores_gemma":[0.9562545,0.0007195331,0.03302021,0.0002282494,0.00003361471,0.008326762,0.0003716203,0.00005232491,0.0009931057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336234,"threshold_uncertainty_score":0.07066762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07773327415733751,"score_gpt":0.5095947994054624,"score_spread":0.4318615252481249,"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."}}