{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007919287,0.0003479712,0.0004745728,0.0009934887,0.0002787601,0.0007827556,0.0003165127,0.000512306,0.0009766364],"category_scores_gemma":[0.002916601,0.0002478118,0.0005805984,0.001452254,0.0002193199,0.0006327845,0.0004202748,0.0008300921,0.0001902121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722356,"about_ca_system_score_gemma":0.0002281044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005368758,"about_ca_topic_score_gemma":0.006217396,"domain_scores_codex":[0.9995602,0.0001322227,0.00005548394,0.00009223882,0.00009792064,0.0000618407],"domain_scores_gemma":[0.998247,0.000407274,0.0009730462,0.0000655644,0.0001236078,0.0001834863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008869127,0.00002536926,0.9982753,0.00001148764,0.00002417739,0.00004032681,0.00005784828,0.00001474045,0.00005837309,0.000004475999,0.00003151227,0.001367715],"study_design_scores_gemma":[0.000002631696,0.00007778175,0.9994388,0.000008300778,0.00001918443,0.0001432594,0.0001183665,0.00006086718,0.00002892621,0.000009076966,0.00009052127,0.000002236288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981129,0.001198825,0.00007691655,0.00005169062,0.00001312413,0.000005526869,0.0002196184,0.000003222092,0.0003183287],"genre_scores_gemma":[0.9989136,0.0004798055,0.0001765326,0.00003803892,0.00001963911,0.00000765112,0.0002614416,0.000003258471,0.0001000657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005368758,"threshold_uncertainty_score":0.01067501,"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."}}