{"id":"W3192291827","doi":"10.52082/jssm.2021.618","title":"The Impact of Moderate and High Intensity Cardiovascular Exertion on Sub-Elite Soccer Referee’s Cognitive Performance: A Lab-Based Study","year":2021,"lang":"en","type":"article","venue":"Journal of Sports Science and Medicine","topic":"Sports Performance and Training","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Canadian Memorial Chiropractic College","funders":"Ontario Chiropractic Association; University of Toronto","keywords":"Stroop effect; Exertion; Effects of sleep deprivation on cognitive performance; Physical therapy; Psychology; Test (biology); Cognition; Perceived exertion; Football; Cognitive test; Physical medicine and rehabilitation; Medicine; Heart rate; Blood pressure; Internal medicine; Psychiatry","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":[0.0005744266,0.0005528174,0.0005186601,0.0003617448,0.0002591931,0.0004332803,0.0002127423,0.0005680142,0.001483431],"category_scores_gemma":[0.001124138,0.000150112,0.0003744458,0.000227188,0.0002304874,0.0002059583,0.0003347716,0.0003177665,0.0003145534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852713,"about_ca_system_score_gemma":0.0001428124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711378,"about_ca_topic_score_gemma":0.001957157,"domain_scores_codex":[0.9996364,0.0001085225,0.00002329024,0.00006577379,0.00009609246,0.00006994642],"domain_scores_gemma":[0.9991702,0.0001573918,0.0001428281,0.0000574808,0.0001080117,0.0003641501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02144448,0.02407536,0.819956,0.0003136107,0.00100769,0.001609967,0.001868094,0.0006316884,0.07949513,0.00007854876,0.0004682906,0.04905107],"study_design_scores_gemma":[0.00006195855,0.01109203,0.9877599,0.000003462893,0.00005229897,0.0001260191,0.0001328927,0.0001214678,0.0005280178,0.000006191953,0.0001074376,0.000008263385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996942,0.00005656718,0.00003790786,0.000004283225,0.000002402596,0.00001315248,0.00002027524,0.000001266276,0.0001699741],"genre_scores_gemma":[0.9994554,0.00005589011,0.00007741449,0.00001935783,0.00002321671,0.0000291045,0.0000885328,0.000001076524,0.0002500003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711378,"threshold_uncertainty_score":0.004962623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920128821419316,"score_gpt":0.3084436263615185,"score_spread":0.2792423381473254,"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."}}