{"id":"W4415617960","doi":"10.2196/85018","title":"Patient Satisfaction With Telehealth Visits in Rural Compared With Urban Communities: Single-Center Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Telemedicine; Rural area; Patient satisfaction; Patient portal; Rural health; Outpatient clinic","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":[0.0001436996,0.0001671648,0.0003273445,0.0003615046,0.00014674,0.00002391978,0.00004048301,0.00002553904,0.00004650489],"category_scores_gemma":[0.000004750875,0.0001249851,0.0000158771,0.0004869027,0.00003148491,0.0001282515,0.00002866138,0.0002946857,0.00000243362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372401,"about_ca_system_score_gemma":0.0001350032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00472691,"about_ca_topic_score_gemma":0.01418923,"domain_scores_codex":[0.9986854,0.0001194786,0.0004067605,0.0001566518,0.000302696,0.0003289896],"domain_scores_gemma":[0.999347,0.00007259915,0.0001334308,0.0002614592,0.0000937709,0.0000917482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006048626,0.0006502864,0.9503345,0.0001897323,0.00004528453,0.00002880074,0.01530419,0.000008738333,0.00002837336,0.00001121586,0.0009641424,0.03182984],"study_design_scores_gemma":[0.009212823,0.002534368,0.9056411,0.0009778423,0.00004054936,0.00003273646,0.08018672,0.0001733118,0.00002803404,0.000003388893,0.001061483,0.0001076619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995173,0.00003484314,0.0002088693,0.001101232,0.00007545031,0.002471179,0.000004006028,0.0000902315,0.0008412284],"genre_scores_gemma":[0.9976212,0.000003225195,0.0002252175,0.001737098,0.00004319741,0.0002324028,0.00006852658,0.00001867098,0.00005041028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06488254,"threshold_uncertainty_score":0.7917921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558889974516752,"score_gpt":0.3364723504416859,"score_spread":0.3108834506965183,"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."}}