{"id":"W4321501908","doi":"10.1093/brain/awad056","title":"Acute thalamic connectivity precedes chronic post-concussive symptoms in mild traumatic brain injury","year":2023,"lang":"en","type":"article","venue":"Brain","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 Health; Medical Research Council; Turun Yliopistollinen Keskussairaala; Pécsi Tudományegyetem; Universiteit Antwerpen; Turun Yliopisto; Gates Cambridge Trust; Universitetet i Oslo; Leids Universitair Medisch Centrum; Universiteit Leiden; Erasmus Medisch Centrum; Royal College of Anaesthetists; NIHR Cambridge Biomedical Research Centre; European Commission; Canadian Institute for Advanced Research; Academy of Medical Sciences; National Institute for Health and Care Research; Cambridge Trust","keywords":"Traumatic brain injury; Medicine; Chronic traumatic encephalopathy; Neuroscience; Poison control; Psychology; Concussion; Injury prevention; Psychiatry; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001427921,0.0001904565,0.000245802,0.0006578295,0.0002985846,0.0004241402,0.0002507243,0.0004424168,0.001830912],"category_scores_gemma":[0.001416915,0.0002061998,0.0001406892,0.0003631577,0.0004854581,0.0002863546,0.0004965182,0.0002741009,0.0001675736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004614869,"about_ca_system_score_gemma":0.0002448939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008246469,"about_ca_topic_score_gemma":0.02216898,"domain_scores_codex":[0.9998872,0.00002130267,0.00001196646,0.00002586503,0.00001672902,0.00003700987],"domain_scores_gemma":[0.9993374,0.00009351696,0.0003807406,0.00003549693,0.00005041697,0.000102406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007127009,0.00006919361,0.9851585,0.00004177641,0.00008271328,0.001121088,0.0005767375,0.0001528963,0.00778092,0.00007032858,0.0001329543,0.004100222],"study_design_scores_gemma":[0.000002959222,0.00008952499,0.9992535,0.000002977418,0.000005907912,0.0003668107,0.00009359636,0.00005073772,0.00009131031,0.00001895149,0.00002227928,0.000001449423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996198,0.0001086201,0.00003713238,0.00001980721,0.000001266469,0.000004836056,0.00004485262,0.000001132146,0.0001624309],"genre_scores_gemma":[0.9997641,0.00004759023,0.00002297412,0.000006412615,0.000004311838,0.000004054461,0.00008158691,6.454326e-7,0.00006826099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008246469,"threshold_uncertainty_score":0.01639694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534595084281015,"score_gpt":0.3723464657633571,"score_spread":0.317000514920547,"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."}}