{"id":"W2021513123","doi":"10.1097/htr.0b013e3182229b6c","title":"Ethical Implications of Neuroimaging in Sports Concussion","year":2011,"lang":"en","type":"review","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroDevNet; Canadiana.org; University of British Columbia","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Concussion; Neuroimaging; Context (archaeology); Athletes; Chronic traumatic encephalopathy; Medicine; Psychology; Traumatic brain injury; Health care; Physical medicine and rehabilitation; Physical therapy; Injury prevention; Poison control; Psychiatry; Medical emergency; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003182373,0.000259591,0.002111797,0.001303067,0.00003115645,0.00001056151,0.0002360091,0.0005192381,0.000129948],"category_scores_gemma":[0.002764249,0.000187576,0.0007644414,0.000739229,0.0002555139,0.0001434119,0.00003109372,0.002419194,0.000007502039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170771,"about_ca_system_score_gemma":0.0009092825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001672399,"about_ca_topic_score_gemma":0.000006094859,"domain_scores_codex":[0.9953025,0.0006948761,0.002786682,0.0002676661,0.000686808,0.0002614735],"domain_scores_gemma":[0.9947715,0.002493713,0.001398762,0.0004894487,0.0006407156,0.0002058831],"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":[0.0001470475,0.0004012991,0.00200322,0.01881328,0.00004735746,0.00002620733,0.0007966828,5.487375e-7,0.00001645409,0.0007040146,0.0003241261,0.9767197],"study_design_scores_gemma":[0.003126808,0.004270643,0.3529119,0.110406,0.001277537,0.002830249,0.000463246,0.00001299499,0.00000785045,0.004122426,0.5201529,0.0004175069],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0168016,0.9760253,0.0001374855,0.003699017,0.0002708385,0.001730672,0.00001645743,0.0000170404,0.001301576],"genre_scores_gemma":[0.04310251,0.9452847,0.01118376,0.00007143181,0.0001678634,0.00004880038,0.0000221536,0.00008139579,0.00003741007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763023,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577546959510048,"score_gpt":0.46601727629849,"score_spread":0.3082625803474852,"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."}}