{"id":"W4205198085","doi":"10.2196/30626","title":"Virtual Endocrinology Care Emphasizing Data-Driven Insights and Continuous Engagement and Its Impact on Glycemic Outcomes in Patients With Uncontrolled Diabetes: A Real-world Retrospective Case Series","year":2021,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Retrospective cohort study; Type 2 diabetes; Cohort; Continuous glucose monitoring; Internal medicine; Endocrinology","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":[0.0009191915,0.0003457458,0.0003665691,0.0008018906,0.001513656,0.001540179,0.0005080972,0.0009271341,0.001123545],"category_scores_gemma":[0.003883499,0.0002995349,0.0004068323,0.001157721,0.001049968,0.0007296233,0.001254096,0.001249566,0.0001615212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120207,"about_ca_system_score_gemma":0.0009038433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162484,"about_ca_topic_score_gemma":0.003404469,"domain_scores_codex":[0.9990401,0.0003476595,0.0001284536,0.0001203053,0.0001504337,0.000213045],"domain_scores_gemma":[0.9976506,0.0007831499,0.0006087477,0.000163083,0.0001475439,0.0006468613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003573364,0.0005805818,0.7317197,0.0001959932,0.00007891504,0.2451407,0.003826649,0.0003717524,0.000723171,0.001085934,0.001619379,0.01429974],"study_design_scores_gemma":[0.00007350788,0.001403949,0.2448453,0.0002763244,0.0001151821,0.732628,0.01149249,0.001648772,0.0009142138,0.0007150539,0.005793381,0.00009379681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967843,0.0009160703,0.0005445515,0.0003521973,0.00002326817,0.00005303714,0.00006626805,0.000005218807,0.001255005],"genre_scores_gemma":[0.9988795,0.0004170138,0.0003455584,0.0001179653,0.00004876015,0.00001755124,0.00004689688,0.000002990541,0.0001238109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002162484,"threshold_uncertainty_score":0.008127749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653686802361625,"score_gpt":0.3069855872209128,"score_spread":0.2904487191972965,"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."}}