{"id":"W2066309841","doi":"10.1089/dia.2011.0294","title":"Effects of Sensor-Augmented Pump Therapy on Glycemic Variability in Well-Controlled Type 1 Diabetes in the STAR 3 Study","year":2012,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Glycemic; Diabetes mellitus; Insulin pump; Star (game theory); Type 2 diabetes; Continuous glucose monitoring; Type 1 diabetes; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557453,0.0003639501,0.0009225365,0.0001657942,0.0002476882,0.0008165879,0.0003136843,0.0004984919,0.000876768],"category_scores_gemma":[0.002151352,0.000186309,0.001422435,0.0003706283,0.0002223203,0.0003905547,0.0004638369,0.0007935253,0.0001311473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362275,"about_ca_system_score_gemma":0.0004021297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009063752,"about_ca_topic_score_gemma":0.001243721,"domain_scores_codex":[0.9990964,0.0005399214,0.00006909497,0.0001079591,0.0001141988,0.00007250053],"domain_scores_gemma":[0.9979548,0.0004998606,0.0007077688,0.0002414722,0.0001528744,0.0004432028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2933133,0.004195734,0.6514152,0.000379971,0.005005347,0.0001856381,0.0002135671,0.0007049746,0.00324799,0.0001712446,0.001249527,0.03991749],"study_design_scores_gemma":[0.005465165,0.02570016,0.9638559,0.00005191951,0.00201015,0.0001593173,0.000120514,0.001311272,0.0003676495,0.0001491367,0.0007833891,0.00002541421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983297,0.0007877717,0.0001006918,0.00006489157,0.00002345676,0.00002175089,0.0002588319,0.000006162938,0.0004068172],"genre_scores_gemma":[0.9984994,0.0003900137,0.0002543988,0.0001286988,0.00003044391,0.00003121863,0.0005077317,0.000004370679,0.0001536272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557453,"threshold_uncertainty_score":0.01352531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188314375715885,"score_gpt":0.2973494437237672,"score_spread":0.2785180061521787,"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."}}