{"id":"W4380730879","doi":"10.2196/42607","title":"Glycemic Control, Renal Progression, and Use of Telemedicine Phone Consultations Among Japanese Patients With Type 2 Diabetes Mellitus During the COVID-19 Pandemic: Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Telemedicine; Retrospective cohort study; Glycated hemoglobin; Diabetes mellitus; Type 2 Diabetes Mellitus; Logistic regression; Internal medicine; Cohort; Pandemic; Multivariate analysis; Outpatient clinic; Type 2 diabetes; Coronavirus disease 2019 (COVID-19); Emergency medicine; Pediatrics; Health care; Disease","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":[0.00058603,0.0002535805,0.0006295668,0.0002707358,0.000291264,0.00002333127,0.00008737078,0.00007326179,0.00007767036],"category_scores_gemma":[0.001293066,0.0001510341,0.00003485801,0.001090551,0.0004532907,0.000184076,0.00005320731,0.0002781439,0.00000525191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384851,"about_ca_system_score_gemma":0.000131677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548713,"about_ca_topic_score_gemma":0.0001253852,"domain_scores_codex":[0.9975757,0.0001653103,0.0006247577,0.0004232123,0.000721063,0.0004899589],"domain_scores_gemma":[0.9975209,0.0008499303,0.0004080327,0.0003564944,0.0005440121,0.0003205909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006827317,0.0002789409,0.9925568,0.0002473659,0.0003677286,0.000008131621,0.0030773,0.00000549241,0.0009507714,0.000002033312,0.001170491,0.0006522281],"study_design_scores_gemma":[0.0133516,0.00282819,0.9810952,0.0001417622,0.0003758604,0.000002072595,0.001517935,0.00009980556,0.0001203919,0.00001301218,0.0003042218,0.0001499499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937572,0.0001798763,0.000001789003,0.0005283498,0.00008481718,0.00515682,0.00009685294,0.0001837762,0.00001054921],"genre_scores_gemma":[0.9980494,0.00008759319,0.00003611177,0.0005424801,0.0001062035,0.0007341537,0.0003302073,0.00003806692,0.00007574201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266887,"threshold_uncertainty_score":0.6158991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048703544359896,"score_gpt":0.3244491153947291,"score_spread":0.3039620799511301,"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."}}