{"id":"W4213371237","doi":"10.1093/braincomms/fcac036","title":"Ageing is associated with maladaptive immune response and worse outcome after traumatic brain injury","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Medical Research Council; National Institute for Health and Care Research; Canadian Institutes of Health Research; Ministero della Salute; Agence Nationale de la Recherche; Brain Research UK","keywords":"Traumatic brain injury; Medicine; Immune system; Inflammation; Cohort; Ageing; Immunosenescence; Young adult; Immunology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002758777,0.0004158344,0.0004675096,0.0006069431,0.0002400796,0.0003414109,0.000155967,0.0003906078,0.001705153],"category_scores_gemma":[0.000221724,0.0001444451,0.0003170557,0.0002215608,0.0002667957,0.0002589609,0.0004539369,0.0008044461,0.0002466116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553714,"about_ca_system_score_gemma":0.0001658021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004820672,"about_ca_topic_score_gemma":0.0005256934,"domain_scores_codex":[0.9998248,0.00002051095,0.00002232515,0.00004552081,0.00003703375,0.00004983394],"domain_scores_gemma":[0.9996363,0.00001109097,0.0001747048,0.0000195083,0.00005307478,0.0001053142],"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":[0.004976783,0.0007770093,0.1248561,0.0006841971,0.0002928092,0.001304573,0.0003707703,0.0002351775,0.8493516,0.000275577,0.001404866,0.01547047],"study_design_scores_gemma":[0.00006325349,0.00418509,0.9265858,0.0001518536,0.000259139,0.002910011,0.0003943586,0.0007144353,0.05964357,0.0005770869,0.004462971,0.00005253348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956076,0.002336449,0.000701269,0.0001228984,0.00008025835,0.00001841991,0.0005881576,0.00002644112,0.0005186464],"genre_scores_gemma":[0.9960662,0.001242612,0.0004320252,0.0001721044,0.00005080052,0.0000442487,0.0006693297,0.000009917063,0.0013128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001705153,"threshold_uncertainty_score":0.005704284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172394819911207,"score_gpt":0.3151351725286194,"score_spread":0.2634112243295074,"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."}}