{"id":"W4361270304","doi":"10.1001/jamanetworkopen.2023.6101","title":"Association of Nonconcussive Repetitive Head Impacts and Intense Physical Activity With Levels of Phosphorylated Tau<sub>181</sub> and Total Tau in Plasma of Young Elite Soccer Players","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre; University of Toronto","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Agentúra na Podporu Výskumu a Vývoja; Ministerstvo školstva, vedy, výskumu a športu Slovenskej republiky","keywords":"Elite; Association (psychology); Head (geology); Physical activity; Phosphorylation; Psychology; Cell biology; Biology; Physical medicine and rehabilitation; Medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977442,0.0002705377,0.0002771354,0.0004724875,0.0002724727,0.0003936433,0.0001648313,0.0003515948,0.001661055],"category_scores_gemma":[0.0005822148,0.0002266575,0.0001880631,0.0004198266,0.0001912802,0.0002162313,0.0002623106,0.0002487324,0.0002539183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431385,"about_ca_system_score_gemma":0.0001935975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325771,"about_ca_topic_score_gemma":0.005011932,"domain_scores_codex":[0.999849,0.00002526912,0.00001973157,0.00003710741,0.00003109175,0.00003774957],"domain_scores_gemma":[0.9994873,0.00005881848,0.0002419918,0.00002574286,0.00006496496,0.0001212097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004093729,0.0001020702,0.9957397,0.00001558159,0.00006030389,0.0001249753,0.000103822,0.00002480289,0.001985832,0.00000386065,0.000032354,0.001397269],"study_design_scores_gemma":[0.000002501147,0.0001015081,0.9996594,0.000001137982,0.000007112416,0.0000856714,0.00004649171,0.00002503284,0.00004791205,0.000002033056,0.00002036629,8.080323e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997075,0.00006646632,0.00002334712,0.000006017191,0.000001490345,0.00000327257,0.00006037726,0.000001038945,0.0001303357],"genre_scores_gemma":[0.9994652,0.00004672347,0.00004212283,0.00001035619,0.000005659693,0.000006088025,0.0001384616,8.462964e-7,0.0002845265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00325771,"threshold_uncertainty_score":0.006477535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765866643074287,"score_gpt":0.3328939407250329,"score_spread":0.29523527429429,"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."}}