{"id":"W4404578294","doi":"10.1038/s41598-024-80262-z","title":"An objective neurophysiological study of subconcussion in female and male high school student athletes","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Athletes; Medicine; Cognition; Concussion; Injury prevention; Poison control; Physical therapy; Physical medicine and rehabilitation; Audiology; Medical emergency; 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":[0.0002437901,0.0002581942,0.0002645628,0.0005499591,0.0003999921,0.0002782375,0.0001725516,0.0002755015,0.002662843],"category_scores_gemma":[0.0007943765,0.000111345,0.0001243861,0.0002666522,0.0003239407,0.0002023082,0.0004558901,0.0001535056,0.0004272494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823405,"about_ca_system_score_gemma":0.0003114283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345021,"about_ca_topic_score_gemma":0.005747139,"domain_scores_codex":[0.9998112,0.00002695851,0.00001429682,0.0000548215,0.00004425993,0.00004853947],"domain_scores_gemma":[0.999483,0.00006604452,0.000142606,0.00002962795,0.0001636661,0.000115018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355855,0.00105607,0.9252535,0.0000953343,0.00007055314,0.0007465518,0.001446059,0.00007674204,0.04067338,0.0000601485,0.0001162894,0.02904972],"study_design_scores_gemma":[0.000009518209,0.001406359,0.9966162,0.000003773603,0.000009628487,0.0004232238,0.0005011716,0.00004241446,0.0008270534,0.00001293954,0.0001450438,0.000002635656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993399,0.00004654111,0.0001072403,0.000005545698,0.000001864249,0.00002311362,0.00004390732,0.000001616535,0.0004301629],"genre_scores_gemma":[0.998816,0.0000574562,0.0001569887,0.00001464416,0.00001093917,0.00003338898,0.00007878921,0.00000173733,0.0008299959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002662843,"threshold_uncertainty_score":0.008908093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550200951112372,"score_gpt":0.3685381244855812,"score_spread":0.3230361149744574,"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."}}