{"id":"W2204442912","doi":"10.1089/neu.2013.3306","title":"A Review of the Effectiveness of Neuroimaging Modalities for the Detection of Traumatic Brain Injury","year":2015,"lang":"en","type":"review","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Walter Reed National Military Medical Center","keywords":"Neuroimaging; Traumatic brain injury; Medicine; Concussion; Modalities; Magnetic resonance imaging; Positron emission tomography; Radiology; Medical physics; Poison control; Injury prevention; Psychiatry; Medical emergency","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":[0.004091865,0.0009981185,0.002235183,0.0121168,0.0003642913,0.001534317,0.001459227,0.001062502,0.002192887],"category_scores_gemma":[0.0143283,0.0006633954,0.002144007,0.008647995,0.0006941974,0.002292369,0.0007061815,0.001051052,0.0005100158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161659,"about_ca_system_score_gemma":0.003650785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143572,"about_ca_topic_score_gemma":0.006203967,"domain_scores_codex":[0.9970324,0.000610344,0.001316102,0.000291501,0.0006788042,0.00007086786],"domain_scores_gemma":[0.9841998,0.01050149,0.002136612,0.000251041,0.002727087,0.0001839797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002009403,0.00007216149,0.00213726,0.2220681,0.001105458,0.0003611399,0.0003100758,0.0002461474,0.0008081067,0.0007472226,0.0157148,0.7562287],"study_design_scores_gemma":[0.00009996889,0.0006962391,0.02829476,0.370674,0.01128391,0.00714327,0.0008102924,0.0003488532,0.001414962,0.001166606,0.5779173,0.0001497984],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002554894,0.9990464,0.00006867497,0.000213355,0.00009204425,0.00001243599,0.00005366805,0.000004247114,0.0002537604],"genre_scores_gemma":[0.001493771,0.9978055,0.0002659538,0.0002083373,0.0001134368,0.00001377002,0.0000551755,0.000001864706,0.00004214165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0121168,"threshold_uncertainty_score":0.02164006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464380550215981,"score_gpt":0.3973680695143547,"score_spread":0.2509300144927566,"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."}}