{"id":"W3091961969","doi":"10.1089/dia.2020.0365","title":"Comparison Between Closed-Loop Insulin Delivery System (the Artificial Pancreas) and Sensor-Augmented Pump Therapy: A Randomized-Controlled Crossover Trial","year":2020,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; LMC Diabetes & Endocrinology (Canada); Diabetes Canada; McGill University; Montreal Clinical Research Institute; McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Artificial pancreas; Insulin pump; Interquartile range; Insulin; Crossover study; Type 1 diabetes; Randomized controlled trial; Diabetes mellitus; Closed loop; Insulin delivery; Internal medicine; Surgery; 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":[0.004694596,0.001983505,0.006123382,0.0006270652,0.0005098556,0.001778238,0.001393746,0.003276964,0.005716132],"category_scores_gemma":[0.005895427,0.001021083,0.002773469,0.0006933926,0.00183265,0.001769713,0.0005975352,0.002768096,0.0007568142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009044123,"about_ca_system_score_gemma":0.001446219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009070616,"about_ca_topic_score_gemma":0.0007576106,"domain_scores_codex":[0.9962967,0.002069121,0.0003339985,0.0007204272,0.0003008787,0.0002789204],"domain_scores_gemma":[0.995783,0.001804758,0.001046214,0.000374238,0.0003135523,0.0006783571],"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":[0.9929466,0.003420044,0.0001814596,0.0002712682,0.0005188854,0.00001150507,0.0000175725,0.000077114,0.0003401871,0.0000374033,0.00008575625,0.002092222],"study_design_scores_gemma":[0.9628491,0.03582712,0.0005092169,0.00002117795,0.00030953,0.000006172163,0.000007117177,0.000218106,0.0001012755,0.00005178802,0.0000921246,0.00000725055],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983145,0.004193257,0.00159854,0.0004310542,0.001485669,0.007435339,0.0005892864,0.0001413443,0.0009806006],"genre_scores_gemma":[0.9770195,0.002072642,0.004064973,0.0008308935,0.001176413,0.01237986,0.0006597076,0.00003752296,0.00175829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006123382,"threshold_uncertainty_score":0.02482772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990721120162071,"score_gpt":0.3126830487603002,"score_spread":0.2627758375586795,"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."}}