{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006085398,0.0004049931,0.0006033289,0.0009983858,0.000719462,0.0006954356,0.0004672692,0.000577891,0.000951343],"category_scores_gemma":[0.001249884,0.0006003475,0.000913059,0.001846682,0.0003080011,0.0006740931,0.0004851505,0.0005992882,0.0001735723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005436839,"about_ca_system_score_gemma":0.0005851957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991408,"about_ca_topic_score_gemma":0.01951111,"domain_scores_codex":[0.999386,0.00008628441,0.0001034754,0.0002101759,0.00009828244,0.0001157083],"domain_scores_gemma":[0.9989018,0.0001083082,0.0004756934,0.0001159485,0.0001484987,0.0002496905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007448771,0.00003211354,0.9993573,0.00001029173,0.00004449965,0.0000512116,0.00006778388,0.00001153304,0.00007188996,0.000002573084,0.00002917596,0.0002471289],"study_design_scores_gemma":[0.000009615329,0.0001205928,0.9992172,0.000005240263,0.00005967906,0.0001725862,0.0002375723,0.00008072789,0.00001946196,0.000003611489,0.00006893233,0.000004902223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993523,0.000163601,0.00004049069,0.0000103625,0.000003549497,0.00001929294,0.0002716295,0.000001503633,0.0001372676],"genre_scores_gemma":[0.9992705,0.0001125251,0.00006835865,0.00002985636,0.0000110932,0.00002876466,0.0004017443,0.000001573955,0.00007566606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991408,"threshold_uncertainty_score":0.03959638,"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."}}