{"id":"W4382994423","doi":"10.1017/jns.2023.49","title":"Mind the gap: limited knowledge of carbohydrate guidelines for competition in an international cohort of endurance athletes","year":2023,"lang":"en","type":"article","venue":"Journal of Nutritional Science","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge; GlaxoSmithKline","keywords":"Athletes; Competition (biology); Cohort; Population; Medicine; Meal; Psychology; Gerontology; Physical therapy; Demography; Environmental health; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030789,0.0003200938,0.0004264454,0.0008786995,0.0008084883,0.001170344,0.0004471677,0.0006018815,0.002732427],"category_scores_gemma":[0.002925926,0.0002529735,0.0003995765,0.0007203941,0.0005785553,0.000763488,0.0008044867,0.0007677937,0.0004141641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932014,"about_ca_system_score_gemma":0.0004683544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751309,"about_ca_topic_score_gemma":0.01253215,"domain_scores_codex":[0.9994831,0.00009394235,0.00005558495,0.000110783,0.0001226652,0.0001337747],"domain_scores_gemma":[0.998548,0.0002590132,0.0005920235,0.00007594183,0.0002109455,0.000314161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004131203,0.00006111278,0.9967931,0.00001113002,0.00001944594,0.0001071615,0.001330105,0.0000115881,0.0001442418,0.0000154233,0.0001242153,0.001341151],"study_design_scores_gemma":[0.000002955938,0.000121358,0.9967253,0.00001570495,0.0000147954,0.0002911384,0.00253156,0.00006199647,0.00003256675,0.00001635482,0.0001822715,0.000004012403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992969,0.00005007902,0.00002217331,0.00003669041,0.000003238123,0.000005939903,0.00006420255,6.424308e-7,0.0005200451],"genre_scores_gemma":[0.9995667,0.00004616528,0.00002466487,0.00004158599,0.000004074399,0.000006668242,0.00009617854,9.835527e-7,0.0002129476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751309,"threshold_uncertainty_score":0.03482234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0603694256061811,"score_gpt":0.3590042084874734,"score_spread":0.2986347828812924,"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."}}