{"id":"W3045412576","doi":"10.1093/jnen/nlaa047","title":"Practical Considerations in the Diagnosis of Mild Chronic Traumatic Encephalopathy and Distinction From Age-Related Tau Astrogliopathy","year":2020,"lang":"en","type":"letter","venue":"Journal of Neuropathology & Experimental Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Occupational Cancer Research Centre","funders":"Nick and Lynn Buoniconti Foundation; National Institute on Aging; National Institute of Neurological Disorders and Stroke; Concussion Legacy Foundation; U.S. Department of Veterans Affairs","keywords":"Chronic traumatic encephalopathy; Encephalopathy; Medicine; Psychology; Pediatrics; Internal medicine; Medical emergency; Poison control; 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":[0.000456845,0.0004146106,0.001302997,0.000281309,0.0001006054,0.00002878607,0.0001951665,0.0004779474,0.0001113714],"category_scores_gemma":[0.0008345337,0.0003094461,0.0003680534,0.0002075922,0.001060998,0.0001399111,0.0000835165,0.003807089,0.000005674968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003840366,"about_ca_system_score_gemma":0.0001671169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001225276,"about_ca_topic_score_gemma":0.000007347195,"domain_scores_codex":[0.9949001,0.002111766,0.001619014,0.0005316888,0.0004736174,0.0003637895],"domain_scores_gemma":[0.9956686,0.002521136,0.001251709,0.0003847399,0.00007109121,0.000102645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.002915034,0.003508066,0.02477861,0.0006676373,0.0007464415,0.6136702,0.01370421,0.00001819055,0.1148333,0.0002631523,0.2237829,0.001112268],"study_design_scores_gemma":[0.01718099,0.06069413,0.5801544,0.0008831034,0.003651873,0.2760056,0.001853417,0.0001414397,0.02487184,0.002515516,0.03082718,0.001220513],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.720057,0.002547569,0.00002590496,0.2759051,0.0008987628,0.0004767288,0.00002731569,0.00001443241,0.00004722992],"genre_scores_gemma":[0.8265823,0.0002806693,0.000293658,0.1718566,0.0008663743,0.00003829677,0.00003411676,0.00004507634,0.000002864396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5553758,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022532502089862,"score_gpt":0.3120849992113963,"score_spread":0.2618596741904977,"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."}}