{"id":"W4407587626","doi":"10.14302/issn.2694-2283.jsem-24-5363","title":"A Study on the Feasibility and Utility of Continuous Glucose Monitors in Elite Football","year":2025,"lang":"en","type":"article","venue":"Journal of Sports and Exercise Medicine","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Elite; Football; Continuous glucose monitoring; Environmental science; Medicine; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004322615,0.0004277179,0.0002941641,0.0003457173,0.0004629816,0.0006490295,0.0003878764,0.0005310939,0.001839059],"category_scores_gemma":[0.008908276,0.000314587,0.0002689314,0.0003516999,0.0004136307,0.00048511,0.0003997,0.0003827435,0.0003441735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367009,"about_ca_system_score_gemma":0.0005976699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851256,"about_ca_topic_score_gemma":0.00328217,"domain_scores_codex":[0.9981216,0.0009050855,0.0001196761,0.0002798009,0.0003898211,0.0001840644],"domain_scores_gemma":[0.9953614,0.002696146,0.0005156292,0.0002407149,0.0008131509,0.0003729786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02812148,0.009326247,0.8304717,0.0003874424,0.0001338037,0.001075316,0.005858746,0.0002024952,0.03509439,0.000149935,0.0001940318,0.08898448],"study_design_scores_gemma":[0.0008329444,0.10217,0.8851411,0.00006229069,0.0001885526,0.0009655609,0.00258571,0.0008423993,0.00580682,0.00006454792,0.001308895,0.00003109912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990029,0.00005032699,0.0003388092,0.00001204866,0.000004210256,0.00009656965,0.00002094008,0.000002215849,0.0004720172],"genre_scores_gemma":[0.9977749,0.00008109778,0.001368802,0.00004496139,0.00001769247,0.0001300115,0.00005365253,0.000002840853,0.0005259954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004322615,"threshold_uncertainty_score":0.02286047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813381632482536,"score_gpt":0.2862767007952843,"score_spread":0.2681428844704589,"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."}}