{"id":"W2949534920","doi":"10.1016/j.nicl.2018.05.014","title":"The relationship between brain atrophy and cognitive-behavioural symptoms in retired Canadian football players with multiple concussions","year":2018,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Canada Research Chairs; Toronto Western Hospital; University Health Network; University of Toronto; Montreal Neurological Institute and Hospital; Discovery Centre","funders":"Biotechnology and Biological Sciences Research Council; Canadian Institutes of Health Research; Medical Research Council; Directorate for Biological Sciences; University of Cambridge; Physicians' Services Incorporated Foundation; Toronto General and Western Hospital Foundation","keywords":"Chronic traumatic encephalopathy; Atrophy; Athletes; Cognition; Psychology; Verbal memory; Traumatic brain injury; Effects of sleep deprivation on cognitive performance; Concussion; Football; Brain size; Physical medicine and rehabilitation; Medicine; Neuroscience; Poison control; Physical therapy; Psychiatry; Injury prevention; Internal medicine; Magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001230206,0.0001720159,0.000343296,0.0001509435,0.0003973901,0.00006939934,0.0001720712,0.0001885945,0.00003481691],"category_scores_gemma":[0.01399678,0.0001118325,0.00007337116,0.0003389916,0.001817611,0.0000830032,0.00006933033,0.00113695,0.00006513108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006323762,"about_ca_system_score_gemma":0.000547732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004272745,"about_ca_topic_score_gemma":0.04411839,"domain_scores_codex":[0.9974243,0.000594343,0.0006007652,0.0004838459,0.0003511422,0.0005455927],"domain_scores_gemma":[0.9834385,0.01514178,0.00009399658,0.0004351609,0.0001646243,0.0007259303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005454732,0.00003889552,0.990344,0.000008120451,0.00002615377,0.0001451184,0.0001669722,1.956898e-8,0.0000209902,0.00009563616,0.001115591,0.007492995],"study_design_scores_gemma":[0.004568806,0.001841983,0.9918624,0.0001607894,0.0000723093,0.00005090872,0.0001680319,0.0001753561,0.00001106501,0.00005259737,0.0009111628,0.0001246517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845989,0.00002483503,0.00003219843,0.01333477,0.0001061687,0.0008523877,0.00005983373,0.00004222601,0.0009486539],"genre_scores_gemma":[0.9976891,0.000004215445,0.0002304183,0.001124268,0.0002389978,0.00003167929,0.0000334915,0.00004123284,0.0006066262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03984564,"threshold_uncertainty_score":0.9943088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239171840021777,"score_gpt":0.4276304834548236,"score_spread":0.2037132994526459,"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."}}