{"id":"W3206653484","doi":"10.1093/ageing/afab194","title":"Traumatic brain injuries among veterans and the risk of incident dementia: A systematic review &amp; meta-analysis","year":2021,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Dementia; Hazard ratio; Traumatic brain injury; Cohort study; Meta-analysis; Poison control; Cohort; Risk factor; Internal medicine; Confidence interval; Disease; Psychiatry; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005812876,0.0004629762,0.01099647,0.0003429168,0.000159361,0.0001285848,0.0002433202,0.0001462279,0.0002181215],"category_scores_gemma":[0.003150665,0.0002257205,0.003153567,0.001038634,0.0003910867,0.00008225871,0.0002031524,0.0006147643,0.000005367028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000264655,"about_ca_system_score_gemma":0.00008195077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003953281,"about_ca_topic_score_gemma":0.0003325632,"domain_scores_codex":[0.9931375,0.003390823,0.002024653,0.0004650452,0.000703879,0.000278069],"domain_scores_gemma":[0.9932879,0.004184947,0.001193627,0.001091556,0.0001101312,0.0001318615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002705375,0.00002103221,0.000008510514,0.7750105,0.2093959,0.0003811393,0.0009342828,5.804203e-8,5.521357e-8,0.00004480058,0.00008795923,0.01411313],"study_design_scores_gemma":[0.0002740805,0.00002640698,0.0001326861,0.2363634,0.7591345,0.00006543809,0.0001661884,0.000007067521,5.69099e-8,0.00002759787,0.003644388,0.0001582444],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004092325,0.9951258,0.0002659295,0.0002473394,0.00001388651,0.003776615,0.00003973551,0.0000167256,0.0001047234],"genre_scores_gemma":[0.002007875,0.9960646,0.0003522167,0.0002302616,0.00002199823,0.0007299007,0.00007841898,0.00003861218,0.0004761203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5497386,"threshold_uncertainty_score":0.9204615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736864845748438,"score_gpt":0.4065665024117395,"score_spread":0.2328800178368957,"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."}}