{"id":"W2024272776","doi":"10.1097/00004356-200409000-00006","title":"Aging with traumatic brain injury: long-term health conditions","year":2004,"lang":"en","type":"article","venue":"International Journal of Rehabilitation Research","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging","keywords":"Traumatic brain injury; Medicine; Medical record; Rehabilitation; Injury prevention; Retrospective cohort study; Poison control; Cohort study; Physical therapy; Occupational safety and health; Cohort; Population; Young adult; Pediatrics; Gerontology; Psychiatry; Emergency medicine; Surgery; Internal medicine; Environmental health","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":[0.00479139,0.0001402128,0.0003674696,0.001709767,0.0001696694,0.0001360887,0.000463613,0.00006653662,0.0004110328],"category_scores_gemma":[0.003216596,0.0001096533,0.0001635583,0.0007127844,0.000558858,0.0004519242,0.00005942434,0.001004211,0.00007372817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372144,"about_ca_system_score_gemma":0.002012872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006691534,"about_ca_topic_score_gemma":0.00004391461,"domain_scores_codex":[0.9945652,0.0004796935,0.000895253,0.0002355764,0.003393625,0.0004306246],"domain_scores_gemma":[0.9928882,0.002157458,0.0003229978,0.0002931337,0.003932769,0.0004055079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01049167,0.008611421,0.6459488,0.002828422,0.003666033,0.001946963,0.04015458,0.001644819,0.01748555,0.0640805,0.03775697,0.1653843],"study_design_scores_gemma":[0.01197067,0.01473562,0.9436548,0.005528445,0.00003252683,0.002611222,0.006939261,0.00006299995,0.001143551,0.01122978,0.001830584,0.0002605958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312353,0.0001189347,0.002673216,0.1646429,0.0001814466,0.000629409,0.00002060863,0.00002304842,0.0004751149],"genre_scores_gemma":[0.9862631,0.00003937836,0.0123459,0.0006786172,0.0002994932,0.00003622591,0.00002937952,0.00003290696,0.0002750325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297706,"threshold_uncertainty_score":0.4500521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175398238999348,"score_gpt":0.5109479144987339,"score_spread":0.3934080905987991,"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."}}