{"id":"W2802843379","doi":"10.5206/uwomj.v86i1.2144","title":"Neurobiological and connectivity changes after sports-related concussion","year":2017,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic traumatic encephalopathy; Traumatic brain injury; Concussion; Default mode network; Cognition; Neuroscience; Medicine; Sequela; Physical medicine and rehabilitation; Diffuse axonal injury; Psychology; Poison control; Psychiatry; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001081595,0.0002277031,0.0002647213,0.0005876169,0.0004956209,0.0003622647,0.0002834528,0.0003158197,0.003301062],"category_scores_gemma":[0.000636765,0.0001305023,0.0001611055,0.0004167709,0.000374312,0.0004149631,0.0002921907,0.000469014,0.0003424304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722179,"about_ca_system_score_gemma":0.0004333369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974572,"about_ca_topic_score_gemma":0.02935994,"domain_scores_codex":[0.9999352,0.0000068187,0.000004001731,0.00001350323,0.00001685132,0.00002371848],"domain_scores_gemma":[0.9998847,0.000009798285,0.00004436275,0.000006374929,0.00003033149,0.00002445443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004761214,0.001234284,0.4275023,0.001367932,0.001543267,0.01314631,0.005935275,0.003057716,0.2996309,0.002469325,0.01340576,0.2259458],"study_design_scores_gemma":[0.00002523994,0.0002695914,0.9938071,0.00004020777,0.00005187021,0.001222121,0.00064872,0.0002945311,0.001837034,0.0008096891,0.0009823885,0.00001148812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906001,0.002583649,0.0006154404,0.0005525249,0.0000550944,0.00008359685,0.0007332184,0.00003432543,0.004742026],"genre_scores_gemma":[0.9944304,0.001752198,0.0003449651,0.0001594072,0.0000448994,0.00007135123,0.0007358243,0.00001023231,0.002450685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01974572,"threshold_uncertainty_score":0.03926152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746863306560958,"score_gpt":0.2828308704615606,"score_spread":0.2453622373959511,"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."}}