{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003623025,0.0006942105,0.001932977,0.0001529195,0.0003465566,0.0006382613,0.0004933776,0.0008418707,0.002526573],"category_scores_gemma":[0.001504949,0.0003062206,0.001583449,0.0002580111,0.0006555123,0.0005450189,0.0003671779,0.001573084,0.0003689563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401132,"about_ca_system_score_gemma":0.001439804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007733307,"about_ca_topic_score_gemma":0.00106889,"domain_scores_codex":[0.9984986,0.0009121876,0.00009912534,0.0001952861,0.0001607207,0.0001341657],"domain_scores_gemma":[0.9984529,0.0003178061,0.0003410167,0.0001959616,0.000102041,0.0005903111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9181048,0.01814639,0.01896413,0.0004421662,0.001381901,0.0001071353,0.0001126536,0.0003292585,0.006671908,0.000156939,0.000911088,0.03467165],"study_design_scores_gemma":[0.4070245,0.5073116,0.07839531,0.00005553854,0.00175301,0.0002841135,0.00007240946,0.0007730235,0.002283807,0.0001826496,0.001832557,0.00003141188],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963618,0.001081388,0.0004225261,0.0001574836,0.00008929351,0.0006191862,0.0004492566,0.00002187318,0.0007970889],"genre_scores_gemma":[0.9947543,0.0009769099,0.001426936,0.0004531158,0.0002172308,0.0007316194,0.0008179905,0.000007972689,0.0006139603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003623025,"threshold_uncertainty_score":0.01916063,"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."}}