{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525203,0.000292984,0.0005096166,0.0001318887,0.0001503472,0.0003491379,0.0001640376,0.000322395,0.0007733145],"category_scores_gemma":[0.001065558,0.0001438198,0.0003237678,0.00012427,0.0001368456,0.0002068362,0.000208942,0.0004119288,0.00008919866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288935,"about_ca_system_score_gemma":0.0001895897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009628811,"about_ca_topic_score_gemma":0.001345995,"domain_scores_codex":[0.9997827,0.00006236867,0.00002911615,0.00004704253,0.00004228132,0.00003650361],"domain_scores_gemma":[0.9995787,0.0001110681,0.0001042976,0.00002312686,0.00001961825,0.0001631973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3286764,0.02702021,0.3843712,0.00063035,0.00102681,0.000443247,0.0007657164,0.001938568,0.0700441,0.0001062616,0.0007533741,0.1842237],"study_design_scores_gemma":[0.009075167,0.1451257,0.8392906,0.00004479508,0.000429905,0.0003051031,0.0002886028,0.00182442,0.003117062,0.00004780017,0.0004235723,0.00002723863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996475,0.0001683515,0.00004320358,0.00001000713,0.000005546665,0.00001591634,0.00002973953,0.000001918531,0.00007782744],"genre_scores_gemma":[0.9993508,0.00009907806,0.000257727,0.00003202129,0.000008445102,0.00003701468,0.0001112333,0.00000122329,0.0001024428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009628811,"threshold_uncertainty_score":0.002922058,"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."}}