{"id":"W3210081618","doi":"10.3390/nu13113869","title":"Rethinking Carbohydrate Intake and Time in Range in Children and Adolescents with Type 1 Diabetes","year":2021,"lang":"en","type":"article","venue":"Nutrients","topic":"Diabetes Management and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Carbohydrate; Medicine; Logistic regression; Type 1 diabetes; Animal science; Diabetes mellitus; Nutrient; Internal medicine; Endocrinology; Biology","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":[0.0001873618,0.00008433544,0.0001818418,0.00016633,0.00002131034,0.00002887469,0.00003739102,0.0000503813,0.0000166125],"category_scores_gemma":[0.00004717978,0.00006826521,0.000008665652,0.0004225684,0.00005262968,0.00006438715,0.0000994712,0.0001890701,0.000009542713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002581004,"about_ca_system_score_gemma":0.00002173944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001200527,"about_ca_topic_score_gemma":0.00001694605,"domain_scores_codex":[0.9991955,0.00004345903,0.0001053135,0.0002276577,0.000193556,0.0002344738],"domain_scores_gemma":[0.9997414,0.00001125368,0.0000195177,0.0001192583,0.00003867175,0.00006992464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008252149,0.0001315614,0.9959856,0.0001015623,0.00002191863,0.00004757877,0.0001882813,3.951132e-7,0.0005048452,0.000009376055,0.00004446471,0.002881936],"study_design_scores_gemma":[0.002865811,0.0001176897,0.9949436,0.0009592698,0.00001988794,0.000001097261,0.0000168209,0.0002324434,0.000493729,0.0002145024,0.00005711619,0.00007802856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979956,0.0009391973,2.037242e-7,0.0001987766,0.00002251737,0.0003051813,0.000001344808,0.00001214024,0.0005250866],"genre_scores_gemma":[0.9991616,0.000152372,0.00006218313,0.000168488,0.00002357479,0.000005421303,0.00002522834,0.0000129386,0.0003882192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002803908,"threshold_uncertainty_score":0.2783774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009753630827093651,"score_gpt":0.2361465841477766,"score_spread":0.226392953320683,"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."}}