{"id":"W1981058545","doi":"10.1038/srep02972","title":"Hypoconnectivity and Hyperfrontality in Retired American Football Players","year":2013,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Brain Institute","funders":"","keywords":"Executive dysfunction; Neuropsychology; Football; Frontal lobe; Psychology; Executive functions; Concussion; Neural correlates of consciousness; League; Medicine; Physical medicine and rehabilitation; Psychiatry; Cognition; Injury prevention; Poison control","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227094,0.0001288289,0.0004172378,0.0002439186,0.0001128539,0.0001625292,0.0000668896,0.00004976979,0.0003005108],"category_scores_gemma":[0.0009711215,0.0001054617,0.00006266031,0.0005606821,0.0008739347,0.0001853897,0.00008677361,0.0002187212,0.00004719045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297095,"about_ca_system_score_gemma":0.0001804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789404,"about_ca_topic_score_gemma":0.0002871439,"domain_scores_codex":[0.9976882,0.0001013027,0.0004683431,0.0007284392,0.00060838,0.0004052717],"domain_scores_gemma":[0.9984714,0.0001277599,0.0001619497,0.0008342761,0.0001303272,0.000274266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007435649,0.0002353526,0.870918,0.00009518593,0.000036407,0.0005693266,0.0009114644,9.262987e-7,0.0581526,0.0000445874,0.01320686,0.05575497],"study_design_scores_gemma":[0.0005437217,0.0001215294,0.9876367,0.00006587621,0.00001407796,0.000668171,0.0008758855,0.0004328693,0.004908924,0.002791356,0.001787313,0.0001535092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906763,0.00004979215,0.00001854573,0.001000648,0.0007246693,0.00109682,8.955415e-7,0.00005643782,0.006375839],"genre_scores_gemma":[0.996054,0.000002188752,0.001211678,0.00006653366,0.00002711351,0.0001042584,0.000009433357,0.00001389455,0.002510915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167188,"threshold_uncertainty_score":0.4300602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303009564070043,"score_gpt":0.312989192165777,"score_spread":0.2699590965250765,"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."}}