{"id":"W2085625718","doi":"10.1016/j.apmr.2013.06.036","title":"Systematic Review of the Risk of Dementia and Chronic Cognitive Impairment After Mild Traumatic Brain Injury: Results of the International Collaboration on Mild Traumatic Brain Injury Prognosis","year":2014,"lang":"en","type":"review","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; Institute for Work & Health; Toronto Western Hospital; University of Toronto; University Health Network; NOSM University; Public Health Ontario","funders":"National Football League Players Association","keywords":"Traumatic brain injury; Dementia; Medicine; Cognitive impairment; Rehabilitation; Cognition; Cognitive rehabilitation therapy; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002197906,0.0003992908,0.002893678,0.0003766146,0.00005920548,0.000006556822,0.0003354576,0.0001070934,0.00001123324],"category_scores_gemma":[0.01641269,0.0001944786,0.0006612292,0.0006530598,0.001707087,0.00006803969,0.0001389711,0.0004446727,8.421891e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694924,"about_ca_system_score_gemma":0.0003135978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003691404,"about_ca_topic_score_gemma":0.00001703645,"domain_scores_codex":[0.9933609,0.00233145,0.002485787,0.0004365096,0.001184922,0.0002003749],"domain_scores_gemma":[0.9766138,0.01981484,0.002485134,0.0006677748,0.0003215012,0.00009701105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004374768,0.0006189489,0.00009812613,0.921649,0.001306211,1.182449e-7,0.008961218,3.265057e-7,0.00009273028,0.0003035957,0.000592379,0.06593982],"study_design_scores_gemma":[0.001995971,0.007860797,0.006249221,0.97473,0.006176877,0.000002642992,0.001435752,0.0002685958,0.0001051857,0.0007507279,0.0002626493,0.0001616315],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08621574,0.8792729,0.00003738451,0.01264026,0.0001919769,0.0202706,0.001027122,0.00001703647,0.000326936],"genre_scores_gemma":[0.422401,0.5751008,0.0003990872,0.0003044097,0.0001891029,0.001353741,0.000132181,0.000064297,0.00005538119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3361853,"threshold_uncertainty_score":0.9918725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454430346363491,"score_gpt":0.3800623868477639,"score_spread":0.345518083384129,"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."}}