{"id":"W7115910125","doi":"10.2196/75689","title":"Cultural and Technological Barriers to Telehealth Adoption for Type 2 Diabetes Management Among Asian American Patients: Qualitative Case Study","year":2025,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Focus group; eHealth; Qualitative research; Cultural competence; Telemedicine; Cultural diversity; Digital divide; Asian americans; Literacy","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":[0.0004139892,0.0001948306,0.0003930764,0.000330194,0.0002320436,0.00003101028,0.00006108878,0.00005115723,0.00001611508],"category_scores_gemma":[0.0003607857,0.0001520895,0.00003742309,0.0007319657,0.0001758397,0.0001190095,0.00006526645,0.00013724,0.00000247554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384009,"about_ca_system_score_gemma":0.00003809407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007053462,"about_ca_topic_score_gemma":0.0000828823,"domain_scores_codex":[0.9984326,0.0001191833,0.0004114895,0.0003983596,0.0001905172,0.0004478575],"domain_scores_gemma":[0.9990032,0.0001501731,0.000131474,0.0001972994,0.0002048802,0.0003129209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006843488,0.0002373173,0.7870026,0.0003441536,0.0001376867,0.00001433778,0.005336187,2.063379e-7,0.00002159634,0.0001662642,0.003684527,0.2029867],"study_design_scores_gemma":[0.002816163,0.005895316,0.7060591,0.0001200345,0.0001860611,0.000001026551,0.2803619,0.00003362044,0.00009774994,0.00009209901,0.004168616,0.0001683008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915461,0.00005631415,0.00004551913,0.002680527,0.00009896613,0.005286928,0.00002160737,0.0001340365,0.0001299854],"genre_scores_gemma":[0.9941774,0.00001584972,0.001890054,0.002186046,0.00003916045,0.001514062,0.00008888205,0.00001523277,0.00007333222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750257,"threshold_uncertainty_score":0.6202032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498476871759268,"score_gpt":0.4239934638469045,"score_spread":0.3890086951293118,"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."}}