{"id":"W3012094079","doi":"10.2337/dc19-2302","title":"Evaluation of Factors Related to Glycemic Management in Professional Cyclists With Type 1 Diabetes Over a 7-Day Stage Race","year":2020,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Hypoglycemia; Glycemic; Type 2 diabetes; Diabetes mellitus; Type 1 diabetes; Internal medicine; Endocrinology; Insulin; Diabetes management","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":[0.0003741815,0.0002274312,0.0002000272,0.0003902568,0.0004770717,0.0003835356,0.0001911557,0.0003255299,0.0009729012],"category_scores_gemma":[0.001289086,0.00011886,0.0002181882,0.0003325894,0.0001189002,0.0001939032,0.0002263662,0.0002550256,0.0001260372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307059,"about_ca_system_score_gemma":0.0003312508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181103,"about_ca_topic_score_gemma":0.02157583,"domain_scores_codex":[0.9997463,0.0000674779,0.00002430277,0.00004505169,0.00005396611,0.00006291678],"domain_scores_gemma":[0.9991696,0.00009489003,0.0003632508,0.0000266869,0.0001351783,0.0002104362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006398832,0.00009091054,0.997299,0.000009178784,0.00001591207,0.00005688879,0.0001488689,0.00003206737,0.0002268263,0.000001961895,0.00005222411,0.002002196],"study_design_scores_gemma":[0.000001132398,0.0001733267,0.9991428,0.000002901547,0.000006193015,0.00007980572,0.0004119151,0.00006913885,0.00004269624,0.000002150806,0.00006630724,0.000001615999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999684,0.0000461666,0.00002923508,0.00001306516,0.000001604024,0.000006698875,0.0000398361,0.000001246634,0.0001781288],"genre_scores_gemma":[0.9994361,0.00006554573,0.0001103175,0.00001418908,0.000005877725,0.00001063856,0.0001571497,8.04792e-7,0.0001993964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181103,"threshold_uncertainty_score":0.02348453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272688981306942,"score_gpt":0.2712658989038311,"score_spread":0.2585390090907617,"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."}}