{"id":"W2105443410","doi":"10.2337/dc11-1248","title":"Sensor-Augmented Pump Therapy for A1C Reduction (STAR 3) Study","year":2011,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; UnitedHealth Group; ResMed; Insulet Corporation; MannKind Corporation; School of Medicine, University of North Carolina at Chapel Hill; GlaxoSmithKline; Children's Hospital of Philadelphia; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Pfizer; Novo Nordisk; Dexcom; Intarcia Therapeutics; Daiichi Sankyo Europe; Bayer HealthCare; Halozyme; Sanofi; Abbott Diabetes Care; American Diabetes Association","keywords":"Crossover study; Medicine; Glycemic; Diabetes mellitus; Randomized controlled trial; Crossover; Internal medicine; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002100098,0.0001577533,0.0002482969,0.0001831493,0.0001108545,0.00002569858,0.0001165781,0.00005978942,0.0002489434],"category_scores_gemma":[0.0000358338,0.0001242453,0.0001259359,0.0002118076,0.00005401667,0.00008449212,0.00004615206,0.0001185613,0.0001161234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005324908,"about_ca_system_score_gemma":0.0000247727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007205091,"about_ca_topic_score_gemma":0.000001624411,"domain_scores_codex":[0.9987432,0.00004937648,0.0001787734,0.0003242935,0.0002867208,0.0004176509],"domain_scores_gemma":[0.999182,0.00002530893,0.00004654623,0.0003731631,0.0002635698,0.0001093589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004594037,0.001370993,0.871345,0.0004045665,0.0007556978,0.00001321789,0.007883457,8.548872e-7,0.010263,0.00004936386,0.004520317,0.1029341],"study_design_scores_gemma":[0.01554278,0.0119632,0.7544414,0.0002043755,0.0005270836,6.260888e-7,0.06598072,0.0002877324,0.1078527,0.0003049381,0.04219401,0.0007004134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911571,0.0004474276,0.000004414584,0.0001389485,0.000332012,0.002601303,0.00001827174,0.000126787,0.005173718],"genre_scores_gemma":[0.9963365,0.00003027082,0.0003315053,0.0001356019,0.000237822,0.0003055487,0.0001399849,0.00004238022,0.00244045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169036,"threshold_uncertainty_score":0.5066575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05030922864893068,"score_gpt":0.3060921355897946,"score_spread":0.255782906940864,"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."}}