{"id":"W2327172785","doi":"10.1097/tgr.0000000000000027","title":"Traumatic Brain Injury in Older Adults","year":2014,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute","funders":"","keywords":"Traumatic brain injury; Medicine; Rehabilitation; Gerontology; Cognition; Injury prevention; Poison control; Physical therapy; Psychiatry; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001756694,0.0001406032,0.0003517007,0.0006531425,0.00002457927,0.00001836845,0.0001231468,0.0001586222,0.0002025366],"category_scores_gemma":[0.004594103,0.0001342116,0.00007333155,0.000925804,0.00007169251,0.0001279537,0.00003015711,0.0003376685,0.00006121836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621278,"about_ca_system_score_gemma":0.00008235316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001467822,"about_ca_topic_score_gemma":0.00007830222,"domain_scores_codex":[0.997889,0.0003568951,0.000682984,0.0003502238,0.0003988096,0.0003221259],"domain_scores_gemma":[0.9979836,0.001293606,0.00007995262,0.0004713856,0.00008312647,0.00008836067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008562683,0.001265403,0.3860612,0.002927578,0.00001614381,0.00001054438,0.02348998,0.00004329337,0.0003829808,0.007583713,0.004227226,0.5731357],"study_design_scores_gemma":[0.003082008,0.0006990316,0.9860614,0.0003199915,0.00000619791,0.000004224032,0.0007683513,0.002775965,0.00003149149,0.005281697,0.0008378883,0.0001317467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842657,0.00004023037,0.0002918159,0.01032546,0.0001766753,0.001260908,0.000001558919,0.00004767398,0.00358992],"genre_scores_gemma":[0.9889185,0.000006257094,0.00999838,0.0002529974,0.0001801599,0.0001749696,0.00001371442,0.00002176385,0.0004332801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6000002,"threshold_uncertainty_score":0.5499902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135141148227482,"score_gpt":0.3345889989468938,"score_spread":0.313237587464619,"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."}}