{"id":"W4210660285","doi":"10.1089/dia.2021.0375","title":"Anticipated Basal Insulin Reduction to Prevent Exercise-Induced Hypoglycemia in Adults and Adolescents Living with Type 1 Diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Montreal Children's Hospital; Université de Montréal; Montreal Clinical Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Basal (medicine); Insulin; Hypoglycemia; Endocrinology; Diabetes mellitus; Type 2 diabetes; Basal insulin; Vasodilation; Hemodynamics; Skeletal muscle","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003974304,0.0002559734,0.0004358136,0.001073478,0.0001745585,0.00002583541,0.0002650363,0.0001729213,0.00004449702],"category_scores_gemma":[0.00004095632,0.0002309835,0.00003501045,0.00197631,0.0001463585,0.00007427331,0.0004751887,0.000737127,0.00001525733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514354,"about_ca_system_score_gemma":0.00006822986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004414807,"about_ca_topic_score_gemma":0.000004340409,"domain_scores_codex":[0.9979438,0.00008682216,0.0003006988,0.0005329499,0.0003893751,0.0007464117],"domain_scores_gemma":[0.9991899,0.00003769631,0.00008910419,0.0004565516,0.0001181845,0.0001086341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004109734,0.001296413,0.7784271,0.0003581365,0.0002501453,0.00001718525,0.0005631064,0.00003485514,0.06159431,0.00002025279,0.00008078756,0.1569468],"study_design_scores_gemma":[0.008528046,0.01548898,0.8179492,0.007538827,0.0009867202,0.000007134574,0.004595219,0.009448576,0.1297571,0.0009091257,0.003139658,0.001651425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950636,0.00127447,0.000001379639,0.00192532,0.0001708803,0.001259785,0.000003881864,0.0002320336,0.00006861771],"genre_scores_gemma":[0.9984931,0.0001746423,0.0002483905,0.0005415146,0.0000311642,0.0002589734,0.00001804749,0.00006310691,0.0001710689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552954,"threshold_uncertainty_score":0.9419233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548120655177827,"score_gpt":0.2697027068068956,"score_spread":0.2542215002551173,"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."}}