{"id":"W4417168758","doi":"10.2196/73281","title":"Lessons Learned from Co-Designing a Digital Health App for Foster Youth: Development and Usability Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Process (computing); Digital health; Population; Psychological intervention; Space (punctuation); mHealth; Power (physics); Participatory design","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002253692,0.0001531191,0.0002558944,0.000573626,0.0008414778,0.0004806296,0.0006335114,0.00007940727,0.000004066204],"category_scores_gemma":[0.0002508049,0.0001359886,0.00003043632,0.0007784234,0.000220992,0.001303028,0.0007619485,0.0006085741,0.00003310968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880307,"about_ca_system_score_gemma":0.0004079993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002990901,"about_ca_topic_score_gemma":0.00003424205,"domain_scores_codex":[0.9977664,0.0003062177,0.0004380219,0.0005268282,0.0004331379,0.0005293804],"domain_scores_gemma":[0.9980723,0.0008149824,0.0001177785,0.0004331182,0.0005036945,0.000058139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002031323,0.001236247,0.00588524,0.0001419148,0.0002147098,0.000003202424,0.3032147,0.000001441576,0.0003913723,0.02132042,0.003900989,0.6634867],"study_design_scores_gemma":[0.01317491,0.008964855,0.2586515,0.001278943,0.00001584625,0.00001078352,0.4173401,0.01753696,0.07486834,0.1748792,0.03146633,0.001812281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6621695,0.00002119444,0.3296753,0.004754891,0.0001073807,0.001791566,0.00003461726,0.0001501833,0.001295344],"genre_scores_gemma":[0.9947112,0.000001368775,0.004373204,0.0001144982,0.00001301875,0.0005374053,0.00002845553,0.000007158508,0.0002136894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6616744,"threshold_uncertainty_score":0.6472052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330468316983971,"score_gpt":0.4856625295679883,"score_spread":0.2526156978695913,"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."}}