{"id":"W3095950764","doi":"10.1016/j.jcjd.2020.08.015","title":"11 - A Meal Detection Algorithm for the Artificial Pancreas: A Randomized Controlled Clinical Trial in Adolescents With Type 1 Diabetes","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Artificial pancreas; Bolus (digestion); Meal; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Pancreas; Internal medicine; Algorithm; Gastroenterology; Endocrinology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002043818,0.001605115,0.003801331,0.000426866,0.000487647,0.001633757,0.0009287521,0.002463822,0.007465432],"category_scores_gemma":[0.002950779,0.0008947192,0.002968786,0.00048097,0.001318159,0.001659821,0.0007442237,0.005432552,0.0006736247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009324645,"about_ca_system_score_gemma":0.001123465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023346,"about_ca_topic_score_gemma":0.002253774,"domain_scores_codex":[0.9989209,0.0005768585,0.00009896565,0.0002102405,0.00007129194,0.000121706],"domain_scores_gemma":[0.9985606,0.0006307377,0.000319119,0.00009075415,0.00009180904,0.0003070405],"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":[0.9819419,0.006506929,0.001294807,0.0005019009,0.001437788,0.00001731684,0.00002315468,0.000285943,0.0002675535,0.00009061828,0.0002612475,0.007370743],"study_design_scores_gemma":[0.9502218,0.04325468,0.002879918,0.00009176329,0.00201121,0.00001870091,0.00004019518,0.0009281057,0.0001493392,0.0001203549,0.0002637657,0.00002027353],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867578,0.006605886,0.0009381347,0.001036088,0.0009243172,0.001861459,0.0005639761,0.00008733488,0.001224834],"genre_scores_gemma":[0.9863269,0.003416647,0.003403647,0.001102588,0.0005157589,0.002952145,0.0007408719,0.00002464533,0.001516748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007465432,"threshold_uncertainty_score":0.02497435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466479846066999,"score_gpt":0.3087885477653127,"score_spread":0.2641237493046427,"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."}}