{"id":"W3184575199","doi":"10.2196/27873","title":"Perceptions of Patients and Physicians on Teleconsultation at Home for Diabetes Mellitus: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medicine; Perception; Lagging; Health care; Family medicine; Diabetes mellitus; Medical emergency; Nursing; Psychology; Pathology","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":[0.0001296879,0.0001115482,0.0002677163,0.0001124155,0.0001487959,0.000007765323,0.00002574204,0.0000348621,0.0001290334],"category_scores_gemma":[0.0001108207,0.00009839382,0.00004029277,0.0001542914,0.00003666154,0.00005320242,0.00001696351,0.00006342201,0.00000269036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006920788,"about_ca_system_score_gemma":0.0000279357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004124127,"about_ca_topic_score_gemma":0.0005221717,"domain_scores_codex":[0.9990057,0.00007683565,0.00031182,0.0002165442,0.0002158791,0.0001731812],"domain_scores_gemma":[0.9991286,0.000235333,0.0001338173,0.0001368505,0.0002945091,0.00007083619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004447639,0.0008355603,0.9877694,0.0001177238,0.00004930729,3.457358e-7,0.004608083,2.057348e-7,0.001964943,0.000008689854,0.00110056,0.003500717],"study_design_scores_gemma":[0.003057829,0.00242372,0.9886881,0.00002760057,0.00006243514,8.028767e-8,0.003124647,0.000003228843,0.002234759,0.00001783316,0.0002792945,0.00008044406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982646,0.00001554205,0.000005869368,0.00007459248,0.00006859261,0.001244842,0.0002744509,0.00002223032,0.00002932818],"genre_scores_gemma":[0.9970761,0.000006873594,0.00002769647,0.0002106851,0.00004215781,0.00009424375,0.002347047,0.00001737705,0.0001777961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003420273,"threshold_uncertainty_score":0.4012383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225645788275244,"score_gpt":0.3636168489072567,"score_spread":0.3213603910245042,"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."}}