{"id":"W4385201277","doi":"10.1101/2023.07.20.549872","title":"Mitochondrial dysfunction underlies impaired neurovascular coupling following traumatic brain injury","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"U.S. Army Medical Research Acquisition Activity; Citizens United for Research in Epilepsy; Mitacs; U.S. Department of Defense","keywords":"Traumatic brain injury; Depolarization; Medicine; Cerebral blood flow; Neuroscience; Brain damage; Anesthesia; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024944,0.0003688661,0.0003588782,0.0006159445,0.0002694763,0.0003087546,0.0002863226,0.0004144887,0.001230366],"category_scores_gemma":[0.0003556606,0.0001314337,0.0002955838,0.0003270105,0.0004514738,0.0002671196,0.0005327734,0.0007080049,0.0001730785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800086,"about_ca_system_score_gemma":0.0001669392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006237089,"about_ca_topic_score_gemma":0.000673583,"domain_scores_codex":[0.9998623,0.00002074658,0.00002340002,0.00002241115,0.00003080443,0.00004033875],"domain_scores_gemma":[0.999557,0.00002062839,0.0002696403,0.00001994087,0.0000716775,0.00006102329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002792435,0.0005592306,0.05335499,0.000734539,0.0003569795,0.00541619,0.0002768973,0.0007728786,0.912061,0.001028131,0.001105315,0.02154148],"study_design_scores_gemma":[0.0001049079,0.003811694,0.6838666,0.000283479,0.0003965954,0.01998065,0.00112334,0.004578458,0.2775706,0.004472136,0.0037484,0.00006312077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909679,0.004872195,0.002765947,0.0003121799,0.00005504006,0.00003262506,0.0002354009,0.00004862088,0.0007099188],"genre_scores_gemma":[0.9978697,0.001392465,0.0002456636,0.0000503364,0.00001778609,0.00001564398,0.0001693008,0.00000242826,0.0002366025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001230366,"threshold_uncertainty_score":0.004115939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342588791625782,"score_gpt":0.2591140735994671,"score_spread":0.2248551944368889,"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."}}