{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008079594,0.0005590786,0.0006393517,0.001066415,0.009937,0.002536871,0.001992086,0.001400059,0.002520159],"category_scores_gemma":[0.008534279,0.0005622743,0.0005638416,0.001688656,0.004927229,0.002481958,0.004856883,0.002373886,0.0002142306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005286377,"about_ca_system_score_gemma":0.007495553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01990428,"about_ca_topic_score_gemma":0.03833958,"domain_scores_codex":[0.995738,0.002978793,0.0001601888,0.0002106574,0.000266315,0.0006458774],"domain_scores_gemma":[0.9909149,0.006304647,0.0007938794,0.0002323194,0.00068187,0.001072322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000281108,0.0001278951,0.007291355,0.0001441535,0.00000626555,0.00197325,0.9856726,0.00003057614,0.0003800535,0.0005397427,0.000348439,0.003457565],"study_design_scores_gemma":[0.000002687472,0.00003419058,0.001156402,0.00009468346,0.000004306725,0.0003320019,0.9968697,0.00005912884,0.00008869893,0.00009931554,0.001252399,0.000006420172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949729,0.0004318415,0.0009134459,0.001361145,0.00002722616,0.0002123668,0.00005822645,0.000006490735,0.002016285],"genre_scores_gemma":[0.9961745,0.0008367854,0.0009781702,0.000719754,0.000009717888,0.0002925998,0.00003020629,0.00000772475,0.0009506096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01990428,"threshold_uncertainty_score":0.04272944,"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."}}