{"id":"W3003795618","doi":"10.1080/13803395.2020.1714552","title":"Long-term cognitive impairment following single mild traumatic brain injury with loss of consciousness: Findings from the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Bruyère","funders":"Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Psychology; Consciousness; Memory impairment; Cognition; Executive functions; Head injury; Cognitive impairment; Audiology; Clinical psychology; Developmental psychology; Psychiatry; Medicine; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008129758,0.0002025391,0.0008311629,0.0001040758,0.0001468057,0.00003903817,0.0002147986,0.00008758241,0.00011313],"category_scores_gemma":[0.0005629122,0.0001202303,0.0002203411,0.0001876369,0.0005768826,0.00008058513,0.00005396341,0.0008434348,0.000007560786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003738167,"about_ca_system_score_gemma":0.0001599565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005157127,"about_ca_topic_score_gemma":0.0008561069,"domain_scores_codex":[0.9972342,0.0005163538,0.001106579,0.0003313543,0.000519926,0.0002916125],"domain_scores_gemma":[0.9970877,0.001738437,0.0003401157,0.0001744604,0.00009604987,0.0005632072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006032558,0.001986891,0.9827429,0.00001831299,0.0005758826,0.001857463,0.004607303,3.180806e-7,0.0009410374,0.00000551445,0.0002973517,0.0009344718],"study_design_scores_gemma":[0.009249569,0.02834512,0.9560196,0.0004112166,0.0001669854,0.0002848931,0.004443251,0.000004907895,0.0009516327,0.00000959141,0.000008357258,0.0001048458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875237,0.0001477436,0.00001795755,0.01128607,0.0003060695,0.0005756867,0.00001468631,0.000007217543,0.000120914],"genre_scores_gemma":[0.9948045,0.00000594426,0.0000882808,0.004806077,0.0002541556,0.000006176868,0.000002626577,0.0000261459,0.000006110596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02672327,"threshold_uncertainty_score":0.4902848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2323970918542722,"score_gpt":0.4738856201714814,"score_spread":0.2414885283172092,"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."}}