{"id":"W4415592229","doi":"10.1016/j.sleep.2025.106882","title":"A systematic review on sleep-related breathing disorders in athletes and para-athletes","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Toronto Rehabilitation Institute","funders":"University of Toronto","keywords":"Athletes; Breathing; MEDLINE; Breathing exercises; Systematic review","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004309302,0.001440887,0.006568891,0.01072695,0.0006536255,0.002653457,0.001528533,0.001848825,0.004381222],"category_scores_gemma":[0.02731806,0.0008491789,0.006113054,0.009930317,0.0006432615,0.001988386,0.001405335,0.001041432,0.0003170291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224809,"about_ca_system_score_gemma":0.01105261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008273511,"about_ca_topic_score_gemma":0.02495969,"domain_scores_codex":[0.9949575,0.001362685,0.002265465,0.0004498914,0.0007691749,0.0001953259],"domain_scores_gemma":[0.9821032,0.01292125,0.003250133,0.0002240631,0.001320304,0.0001810662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009417678,0.00001286311,0.001115594,0.9582824,0.005923025,0.000115601,0.0001883217,0.00006932521,0.0001229746,0.0001779106,0.001566347,0.03233137],"study_design_scores_gemma":[0.00009608749,0.0001493931,0.005666725,0.9268641,0.04630782,0.0005085802,0.0002475341,0.00004985923,0.0001012011,0.0001958027,0.01978895,0.0000239667],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008885779,0.9980686,0.00007662913,0.0001844512,0.0001070134,0.0001187273,0.0003188894,0.000004432719,0.0002325395],"genre_scores_gemma":[0.008591098,0.9899226,0.0003472379,0.0004287349,0.0001021639,0.000248712,0.000254931,0.000002751303,0.0001017922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01072695,"threshold_uncertainty_score":0.02279001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583910116164291,"score_gpt":0.3520084506305638,"score_spread":0.3261693494689209,"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."}}