{"id":"W2288294125","doi":"10.3389/fneur.2016.00011","title":"A Prospective Pilot Investigation of Brain Volume, White Matter Hyperintensities, and Hemorrhagic Lesions after Mild Traumatic Brain Injury","year":2016,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Richmond Hospital; University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; Consejo Nacional de Ciencia y Tecnología","keywords":"Concussion; Traumatic brain injury; Medicine; Hyperintensity; Magnetic resonance imaging; White matter; Fluid-attenuated inversion recovery; Brain size; Susceptibility weighted imaging; Anesthesia; Cardiology; Internal medicine; Poison control; Radiology; Injury prevention; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004464988,0.0002199311,0.0005823308,0.0005487764,0.00003657896,0.00001025993,0.000127795,0.0001611418,0.0003027097],"category_scores_gemma":[0.0004591004,0.0001685336,0.00005687712,0.0003046185,0.0009182952,0.0001396352,0.0001002753,0.0003775871,0.00003482177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805156,"about_ca_system_score_gemma":0.0001031943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004226168,"about_ca_topic_score_gemma":0.000037159,"domain_scores_codex":[0.9979513,0.0003528594,0.000515995,0.0004866421,0.0002540408,0.0004391066],"domain_scores_gemma":[0.998889,0.0002828195,0.0001141491,0.0004377848,0.000104029,0.0001721867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002318598,0.00007767562,0.9235613,0.0002140725,0.00003734108,0.00004982267,0.001085452,3.090867e-7,0.003564771,0.00003143005,0.06704842,0.002010851],"study_design_scores_gemma":[0.00238228,0.002009924,0.991646,0.0001631011,0.00002657955,0.0001523176,0.0001692295,0.0002924508,0.0003863915,0.002287253,0.0003330127,0.0001514562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352566,0.0001243967,0.0009629177,0.06201493,0.0002933404,0.0008936045,0.00003725016,0.00003700217,0.0003799606],"genre_scores_gemma":[0.984118,0.00001686509,0.004017337,0.009087001,0.00005626115,0.0001852556,0.000005318614,0.00004772763,0.002466278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06808475,"threshold_uncertainty_score":0.68726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490097444631807,"score_gpt":0.2783529946107383,"score_spread":0.2434520201644202,"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."}}