{"id":"W2150622626","doi":"10.1016/j.diabet.2015.05.001","title":"Efficacy of dual-hormone artificial pancreas to alleviate the carbohydrate-counting burden of type 1 diabetes: A randomized crossover trial","year":2015,"lang":"en","type":"article","venue":"Diabetes & Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Juvenile Diabetes Research Foundation International; Children's Cancer Research Fund","keywords":"Carbohydrate; Meal; Crossover study; Medicine; Diabetes mellitus; Insulin; Artificial pancreas; Internal medicine; Type 2 diabetes; Endocrinology; Type 1 diabetes; Pathology; Placebo","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":[0.002666793,0.003516992,0.00707474,0.0007562663,0.001017587,0.0021548,0.00178872,0.003934735,0.008572272],"category_scores_gemma":[0.00329558,0.001549508,0.003740687,0.0008300427,0.002785768,0.002400151,0.0008519471,0.005590993,0.001377584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179648,"about_ca_system_score_gemma":0.001275281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634791,"about_ca_topic_score_gemma":0.001456929,"domain_scores_codex":[0.9984579,0.0006926415,0.0001319339,0.000394813,0.00009173633,0.0002310037],"domain_scores_gemma":[0.9977739,0.0007688871,0.0004092456,0.0002707924,0.0001532754,0.0006237787],"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":[0.9926482,0.004481112,0.0001289885,0.0001656857,0.0005001762,0.00001136018,0.00001630688,0.00006340157,0.0003523817,0.00003323274,0.00008856809,0.001510606],"study_design_scores_gemma":[0.9726456,0.02621915,0.0003582147,0.0000144922,0.000388462,0.00000624359,0.00001137347,0.0001311004,0.00008323929,0.00006025026,0.00007220309,0.000009763884],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865158,0.004600447,0.0009870346,0.0006712977,0.001387567,0.003481196,0.0008114001,0.0001145927,0.001430574],"genre_scores_gemma":[0.9861313,0.002763212,0.00186093,0.001037234,0.001048734,0.003897135,0.000955227,0.00003644363,0.002269736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008572272,"threshold_uncertainty_score":0.02867711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491555093061671,"score_gpt":0.3050432854214928,"score_spread":0.2701277344908761,"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."}}