{"id":"W3113196552","doi":"10.2337/dc20-1554","title":"Carbohydrate Requirements for Prolonged, Fasted Exercise With and Without Basal Rate Reductions in Adults With Type 1 Diabetes on Continuous Subcutaneous Insulin Infusion","year":2020,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"Insulet Corporation","keywords":"Basal (medicine); Medicine; Carbohydrate; Internal medicine; Endocrinology; Diabetes mellitus; Crossover study; Insulin; Type 2 diabetes; Type 1 diabetes; Carbohydrate metabolism; Basal metabolic rate; Physical exercise; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001442302,0.0003080889,0.0005407446,0.0002343795,0.0001179028,0.00006630124,0.0001195158,0.0001100252,0.00001674448],"category_scores_gemma":[0.0001303034,0.0002210912,0.00004193231,0.0006445841,0.0001572363,0.0001312527,0.00008105387,0.0002932712,0.00001937993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005900488,"about_ca_system_score_gemma":0.00008202281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006319959,"about_ca_topic_score_gemma":0.00003137749,"domain_scores_codex":[0.9981167,0.00006451985,0.0002641234,0.0006013631,0.0003436407,0.0006096381],"domain_scores_gemma":[0.998932,0.00005971796,0.0001027942,0.0002759183,0.0003678878,0.0002616527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008109191,0.0002217055,0.9492134,0.002291778,0.0002175853,0.00006538922,0.003068147,0.0001230528,0.01160808,0.000007833237,0.0003533735,0.02472047],"study_design_scores_gemma":[0.08797905,0.116099,0.5957366,0.02735847,0.002739665,0.000004525783,0.02193403,0.03401177,0.1043828,0.0001535253,0.005510187,0.00409045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946808,0.0006071531,0.000001240876,0.0009406701,0.00008159837,0.003028544,0.00004819967,0.0001059335,0.0005058622],"genre_scores_gemma":[0.9981225,0.00007538024,0.0002917317,0.0004428435,0.0001083241,0.0003483993,0.000344489,0.00007686544,0.0001895316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3534769,"threshold_uncertainty_score":0.901584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546965933282634,"score_gpt":0.2540704276792702,"score_spread":0.2386007683464439,"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."}}