{"id":"W2807144122","doi":"10.3389/fneur.2018.00445","title":"Chronic Traumatic Encephalopathy in Professional American Football Players: Where Are We Now?","year":2018,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Hamilton Health Sciences; University of Toronto; McMaster University; Joseph Brant Hospital","funders":"Royal College of Surgeons in Ireland; School of Medicine, Boston University","keywords":"Chronic traumatic encephalopathy; Pathognomonic; Head trauma; Traumatic brain injury; Medicine; Neuroscience; Tauopathy; Concussion; Tau protein; Disease; Psychology; Physical medicine and rehabilitation; Pathology; Alzheimer's disease; Psychiatry; Neurodegeneration; Poison control; Surgery; Injury prevention","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008574173,0.0007511489,0.004141626,0.001664926,0.00006288842,0.00002173759,0.0009004045,0.0008371804,0.000331285],"category_scores_gemma":[0.0002442794,0.0006243855,0.0004269512,0.001462057,0.001156132,0.00008939778,0.0002529904,0.003215408,0.0002109118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007041653,"about_ca_system_score_gemma":0.001662169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003893118,"about_ca_topic_score_gemma":0.0006568793,"domain_scores_codex":[0.9940961,0.001171698,0.001497654,0.001257433,0.0006681186,0.001308995],"domain_scores_gemma":[0.9972705,0.0005510538,0.0007427259,0.001069093,0.00007248879,0.0002941496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003173166,0.0003672435,0.007311125,0.03191365,0.0001781991,0.001385111,0.0004633037,0.000001035367,2.852173e-7,0.00001676762,0.1683718,0.7896742],"study_design_scores_gemma":[0.001554322,0.002032964,0.002460532,0.01914006,0.0001979716,0.0004295517,0.0002174403,0.0002011792,1.461796e-7,0.0001099857,0.9732167,0.0004391269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005405518,0.9880023,0.00006769258,0.003748514,0.003668258,0.003192115,0.00004916462,0.00007973718,0.0006516685],"genre_scores_gemma":[0.00011222,0.9949053,0.001102661,0.0003977631,0.0007489852,0.0009284083,0.00006994028,0.0001670148,0.001567738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.804845,"threshold_uncertainty_score":0.9996207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07945479771517074,"score_gpt":0.3843764046301122,"score_spread":0.3049216069149415,"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."}}