{"id":"W2895809521","doi":"10.1089/dia.2018.0222","title":"Study of MiniMed 640G Insulin Pump with SmartGuard in Prevention of Low Glucose Events in Adults with Type 1 Diabetes (SMILE): Design of a Hypoglycemia Prevention Trial with Continuous Glucose Monitoring Data as Outcomes","year":2018,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypoglycemia; Insulin pump; Glycemic; Diabetes mellitus; Glycated hemoglobin; Type 1 diabetes; Continuous glucose monitoring; Insulin; Diabetes management; Blood Glucose Self-Monitoring; Type 2 diabetes; Randomized controlled trial; Clinical endpoint; Anesthesia; Internal medicine; Intensive care medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005631154,0.001693558,0.00276196,0.0004842784,0.0004792376,0.001315141,0.001004247,0.002219472,0.004124944],"category_scores_gemma":[0.003254441,0.0008099137,0.002866179,0.0005116418,0.001117317,0.001286636,0.0009422689,0.003259107,0.0006768306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008270721,"about_ca_system_score_gemma":0.002000966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009603744,"about_ca_topic_score_gemma":0.001248706,"domain_scores_codex":[0.9975469,0.001620444,0.0001396915,0.0002634843,0.0001778994,0.0002515264],"domain_scores_gemma":[0.9975178,0.0006151391,0.0005856271,0.0002192519,0.0002037802,0.0008583936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9810678,0.01049569,0.001257254,0.0002872909,0.0005035099,0.00001540705,0.00003615571,0.000163936,0.0006291044,0.00007019543,0.0002054243,0.005268339],"study_design_scores_gemma":[0.7851422,0.2102057,0.003234596,0.00002851259,0.0004350982,0.00001448611,0.00002465614,0.0002904481,0.0001935223,0.00009319125,0.0003258033,0.00001172971],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9874836,0.001483653,0.0005120625,0.000586112,0.000344269,0.007377502,0.0006337067,0.00004460191,0.001534487],"genre_scores_gemma":[0.9707793,0.001192677,0.003845308,0.001418029,0.0007071103,0.01888833,0.001021629,0.00001513934,0.002132495],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005631154,"threshold_uncertainty_score":0.02978075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581708953000129,"score_gpt":0.3311578318926475,"score_spread":0.2853407423626462,"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."}}