{"id":"W3214608599","doi":"10.1016/j.jcjd.2021.09.087","title":"Alleviating Carbohydrate Counting With a FiASP-plus-Pramlintide Closed-Loop Delivery System (Artificial Pancreas): Feasibility and Pilot Studies","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Artificial pancreas; Medicine; Closed loop; Glycemic; Insulin delivery; Carbohydrate; Biomedical engineering; Insulin; Internal medicine; Diabetes mellitus; Type 1 diabetes; Endocrinology; Control engineering; Engineering","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":[0.0008514634,0.0005348595,0.0005259607,0.0002584976,0.0002574921,0.0004227679,0.0006757862,0.0004519082,0.001099458],"category_scores_gemma":[0.0005805522,0.0001523077,0.0007124286,0.0001893366,0.0006399302,0.0007149769,0.0003877555,0.0009912187,0.0002185361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266731,"about_ca_system_score_gemma":0.0006189086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006641406,"about_ca_topic_score_gemma":0.0004552758,"domain_scores_codex":[0.9997005,0.00008202742,0.00002391276,0.00006074347,0.00007710497,0.00005560743],"domain_scores_gemma":[0.9998057,0.00005820357,0.00003889315,0.00002179435,0.00002186962,0.00005359255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03971686,0.03732108,0.003032476,0.00137143,0.0002498562,0.0008999256,0.0004067743,0.001130623,0.8067502,0.0004665232,0.0005580068,0.1080962],"study_design_scores_gemma":[0.005787861,0.4986342,0.01637114,0.00009267993,0.0007820642,0.001565129,0.0004825386,0.008989999,0.4607713,0.0002436887,0.006194102,0.00008531556],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906882,0.0009121899,0.007152204,0.0001362093,0.00007801209,0.0005379814,0.0000786529,0.00006788068,0.0003486839],"genre_scores_gemma":[0.9830578,0.001916557,0.01307179,0.0001930403,0.00006882774,0.0004690178,0.0001970993,0.00002148579,0.001004398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099458,"threshold_uncertainty_score":0.004503071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04659607642582216,"score_gpt":0.2565300766788265,"score_spread":0.2099340002530044,"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."}}