{"id":"W2577069570","doi":"10.1111/dom.12880","title":"Outpatient 60‐hour day‐and‐night glucose control with dual‐hormone artificial pancreas, single‐hormone artificial pancreas, or sensor‐augmented pump therapy in adults with type 1 diabetes: <scp>A</scp> n open‐label, randomised, crossover, controlled trial","year":2017,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; Université de Montréal; McGill University Health Centre; Montreal Clinical Research Institute; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Artificial pancreas; Hormone; Medicine; Endocrinology; Internal medicine; Insulin; Diabetes mellitus; Glucagon; Pancreas; Crossover study; Type 2 diabetes; Hormone therapy; Type 1 diabetes; Pathology; Cancer","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002811544,0.0009405042,0.003178463,0.0004590735,0.001039951,0.001286266,0.0005778082,0.0004079619,0.00004359332],"category_scores_gemma":[0.002416315,0.0005938485,0.0001844555,0.0004557305,0.0009047663,0.0008667774,0.0003531825,0.0007902549,0.00002574206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007476726,"about_ca_system_score_gemma":0.0002676923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142847,"about_ca_topic_score_gemma":0.0002181341,"domain_scores_codex":[0.9939266,0.0007460086,0.00114891,0.001293117,0.001198169,0.001687173],"domain_scores_gemma":[0.9954754,0.001139519,0.0008505231,0.001176176,0.0005925832,0.0007658652],"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":[0.8903902,0.01011308,0.03177042,0.0003009203,0.003950134,0.00034839,0.001530204,0.000008669368,0.03360443,0.0002947755,0.0007856352,0.02690321],"study_design_scores_gemma":[0.8490062,0.009638567,0.1245137,0.0005445192,0.001612317,0.000002635952,0.0003691292,0.001604827,0.007717963,0.0001853586,0.004180347,0.0006243544],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770167,0.008809564,0.00001342469,0.0004917131,0.0004927762,0.01211484,0.0001271393,0.0001116512,0.0008221527],"genre_scores_gemma":[0.9928594,0.002723714,0.0001627722,0.0006518618,0.0008613521,0.0009609119,0.0001638488,0.00012257,0.001493539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09274332,"threshold_uncertainty_score":0.9997505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282690550820349,"score_gpt":0.2709340359254357,"score_spread":0.2426649808434009,"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."}}