{"id":"W2778540281","doi":"10.1615/critrevbiomedeng.2017021970","title":"Imaging Chronic Traumatic Encephalopathy: A Biomedical Engineering Perspective","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Chronic traumatic encephalopathy; Dementia; Medicine; Disease; Depression (economics); Mood; Limiting; Intensive care medicine; Poison control; Psychology; Psychiatry; Injury prevention; Concussion; Medical emergency; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147795,0.000857828,0.001237135,0.003868382,0.000311382,0.001825357,0.0008028861,0.002354552,0.001474732],"category_scores_gemma":[0.002315782,0.0002770567,0.0004554618,0.001624667,0.001705188,0.002342356,0.0005813409,0.002156577,0.0009592098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000760163,"about_ca_system_score_gemma":0.0006857981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006300768,"about_ca_topic_score_gemma":0.0009409649,"domain_scores_codex":[0.999539,0.0001383763,0.00007308529,0.00005392827,0.0001601251,0.00003552062],"domain_scores_gemma":[0.9975096,0.00155076,0.0002207601,0.00005738346,0.0005827289,0.00007883066],"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":[0.0001690119,0.000174726,0.001664039,0.02449429,0.0002733306,0.003425864,0.0007839634,0.0005875357,0.01221042,0.02527654,0.056015,0.8749254],"study_design_scores_gemma":[0.00002047232,0.0005582855,0.00355615,0.007864908,0.0001934741,0.01807956,0.0006328756,0.000269498,0.003348562,0.01359238,0.9518152,0.00006868499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002320246,0.9958237,0.0003394682,0.002009086,0.0005346063,0.000003054651,0.000003668385,0.000005582247,0.001048743],"genre_scores_gemma":[0.002896278,0.9926161,0.0006829876,0.001040953,0.002221597,0.000007219468,0.000007449285,0.00000261948,0.0005248489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003868382,"threshold_uncertainty_score":0.007816255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278360940615095,"score_gpt":0.3661068904322412,"score_spread":0.3233232810260903,"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."}}