{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001630724,0.0003981412,0.0007977989,0.0009085474,0.0001279655,0.00006694839,0.000398394,0.0002981667,0.0006336404],"category_scores_gemma":[0.002259891,0.0003537028,0.0002265403,0.001751357,0.0003129726,0.0002600635,0.0001949707,0.0008169464,0.00111381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478433,"about_ca_system_score_gemma":0.0007076616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001947268,"about_ca_topic_score_gemma":0.0005624762,"domain_scores_codex":[0.9962408,0.0004873175,0.0006601646,0.0007385685,0.0007554438,0.001117703],"domain_scores_gemma":[0.9962297,0.002366164,0.0001393613,0.0008578126,0.0001056012,0.0003013597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00318952,0.001591026,0.04396782,0.003908623,0.002474078,0.001976192,0.02303983,0.00008331054,0.4277395,0.006609323,0.1821935,0.3032273],"study_design_scores_gemma":[0.0118384,0.003831323,0.947246,0.002004365,0.00015952,0.0003711666,0.002423345,0.007792701,0.01781831,0.002899706,0.00256415,0.001051067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570389,0.0001341177,0.00004060592,0.03728915,0.0002245821,0.002040928,0.0001502243,0.0004931691,0.002588266],"genre_scores_gemma":[0.9922506,0.0000289479,0.000125816,0.001781971,0.0002185193,0.0003652509,0.0001737606,0.0001082738,0.004946906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9032781,"threshold_uncertainty_score":0.9998915,"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."}}