{"id":"W4413495654","doi":"10.1007/s40279-025-02247-w","title":"Uncovering Sleep Behaviour in Women’s Football: What Evidence Do We Have?","year":2025,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Athletes; Football; Psychological intervention; Sports medicine; Menstrual cycle; Medicine; Sleep (system call); Menstruation; Psychology; Physical therapy; Psychiatry; Hormone; Endocrinology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007333563,0.0004336131,0.001305693,0.0003007643,0.00003619268,0.00002821296,0.000332302,0.0004375105,0.0001542848],"category_scores_gemma":[0.0001930888,0.0003504528,0.0001914478,0.0002715554,0.00008401679,0.00001507882,0.0001657549,0.0003032445,0.000003266588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009284684,"about_ca_system_score_gemma":0.0002076847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004104534,"about_ca_topic_score_gemma":0.00002436286,"domain_scores_codex":[0.997719,0.00009444733,0.0007354587,0.0007086801,0.0003347381,0.0004075993],"domain_scores_gemma":[0.9987927,0.00003888826,0.0002815221,0.0006861218,0.00006115442,0.0001395997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002862466,0.00004115506,0.0001296522,0.009096021,0.00002541125,0.0000746952,0.00005792332,0.000001038837,0.00002523573,0.000005866554,0.001188651,0.9893257],"study_design_scores_gemma":[0.000379617,0.00009217488,0.0002489835,0.1094044,0.0002316826,0.00002178215,0.0001782423,1.237267e-7,0.00001902223,0.00008604473,0.8890545,0.0002834113],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001220043,0.996388,0.00002235488,0.0001892091,0.001370942,0.0006148977,0.00001166358,0.00001395402,0.0001689789],"genre_scores_gemma":[0.0009052851,0.9965041,0.00003518443,0.0001732464,0.0008892112,0.0002586223,0.000227696,0.00003887347,0.0009678355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890423,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056784067135556,"score_gpt":0.3164534754231148,"score_spread":0.2958856347517592,"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."}}