{"id":"W4392588222","doi":"10.1177/19322968241234687","title":"Factors Affecting Reproducibility of Change in Glucose During Exercise: Results From the Type 1 Diabetes and EXercise Initiative","year":2024,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Glycemic; Reproducibility; Medicine; Type 2 diabetes; Diabetes mellitus; Continuous glucose monitoring; Internal medicine; Coefficient of variation; Physical therapy; Type 1 diabetes; Endocrinology; Chemistry","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":[0.003515678,0.0001116947,0.0003817149,0.0008382867,0.00009937569,0.00005690263,0.0002391993,0.00008305581,0.000005823173],"category_scores_gemma":[0.003630192,0.00006368112,0.0000340772,0.00208066,0.001038747,0.0003932056,0.0003078584,0.0004256342,6.821933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004848091,"about_ca_system_score_gemma":0.0001017764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007710237,"about_ca_topic_score_gemma":0.00000432406,"domain_scores_codex":[0.9984388,0.00003098477,0.000374216,0.0004538663,0.0003769189,0.0003252515],"domain_scores_gemma":[0.9987137,0.000362985,0.0001577285,0.0004009589,0.0002958286,0.00006884628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003957385,0.00007267165,0.8631494,0.0002351297,0.00003678035,0.0000144683,0.002146797,3.16771e-7,0.05265292,0.00002156943,0.00002906054,0.08160131],"study_design_scores_gemma":[0.0005381698,0.0003806395,0.819329,0.001997574,0.00007438941,5.970475e-7,0.00171389,0.0002462023,0.1745934,0.001024727,0.00002958443,0.0000718526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819664,0.0150427,8.76676e-8,0.002431325,0.0001832486,0.0002983494,0.000005911112,0.00002173296,0.00005024716],"genre_scores_gemma":[0.9988493,0.0009906773,0.00006079316,0.00002071011,0.00005456877,0.00000363225,9.794419e-7,0.000007247132,0.00001205463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219405,"threshold_uncertainty_score":0.4345942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199986321915283,"score_gpt":0.3236704768400561,"score_spread":0.2616706136209032,"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."}}