{"id":"W2782086300","doi":"10.1016/j.amjsurg.2017.11.046","title":"Neurocognitive assessment in patients with a minor traumatic brain injury and an abnormal initial CT scan: Can cognitive evaluation assist in identifying patients who require surveillance CT brain imaging?","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neurocognitive; Traumatic brain injury; Neuroimaging; Medicine; Cognition; Computed tomography; Radiology; Psychology; Psychiatry","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":[0.0007666131,0.0007491148,0.0008546343,0.001797915,0.0007223361,0.001374214,0.000824712,0.001755021,0.001394408],"category_scores_gemma":[0.009237724,0.0002591978,0.0005996233,0.001194151,0.0004822355,0.001242569,0.0003891373,0.001318761,0.0004008703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048241,"about_ca_system_score_gemma":0.001792379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009885837,"about_ca_topic_score_gemma":0.02197815,"domain_scores_codex":[0.9995953,0.00007742045,0.00009949919,0.00003594776,0.00008940228,0.0001024451],"domain_scores_gemma":[0.9977303,0.0006416505,0.0005713595,0.00004889351,0.0004515417,0.0005563088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002956531,0.0002964974,0.9799954,0.00006804653,0.00005990476,0.003599802,0.000119834,0.000113388,0.0002278531,0.00004881494,0.00137744,0.01379727],"study_design_scores_gemma":[0.000054582,0.0005264805,0.983636,0.0002426437,0.0001683209,0.01045026,0.001584669,0.001492774,0.0003241146,0.0003191667,0.001167729,0.000033271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780686,0.007200039,0.0002934512,0.006185696,0.0003420416,0.00006500111,0.0002928973,0.00002882729,0.007523448],"genre_scores_gemma":[0.9949604,0.00276945,0.0005379899,0.0008626152,0.0003894531,0.00002340051,0.0001840078,0.000003447288,0.0002691296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009885837,"threshold_uncertainty_score":0.0196566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761138954518243,"score_gpt":0.3471092028190005,"score_spread":0.309497813273818,"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."}}