{"id":"W2084639999","doi":"10.3109/02699052.2011.558039","title":"In-simulator training of driving abilities in a person with a traumatic brain injury","year":2011,"lang":"en","type":"article","venue":"Brain Injury","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement; Université Laval","funders":"","keywords":"Traumatic brain injury; Physical medicine and rehabilitation; Poison control; Driving simulator; Injury prevention; Training (meteorology); Psychology; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Simulation; Medical emergency; Physical therapy; Medicine; Computer science; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001663669,0.0003215953,0.0007773384,0.0005792854,0.0002150217,0.000006420688,0.000294895,0.0002136182,0.0003830016],"category_scores_gemma":[0.001861291,0.000278325,0.0000831741,0.0006207044,0.0002754392,0.0003543456,0.0001186088,0.0008092591,0.00003210434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432945,"about_ca_system_score_gemma":0.0003617285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140903,"about_ca_topic_score_gemma":0.009736217,"domain_scores_codex":[0.9966588,0.000747258,0.0009444406,0.0004661449,0.0003306249,0.0008527401],"domain_scores_gemma":[0.9966748,0.002307062,0.0003416724,0.0004737152,0.00009767036,0.0001050885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134746,0.0001565946,0.5471668,0.0007292876,0.00003973897,0.00001166732,0.4462709,0.000004051121,0.0004546282,0.0006316748,0.002597838,0.001823367],"study_design_scores_gemma":[0.001569854,0.0005332608,0.8343958,0.003562886,0.00001516813,0.000001895112,0.1576398,0.0001856437,0.0001226488,0.001163043,0.0004253387,0.0003847206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903851,0.00005079736,0.00005090877,0.002048702,0.0002593879,0.001080285,0.00002234307,0.0001014689,0.006001019],"genre_scores_gemma":[0.9959306,0.000005747188,0.00115202,0.001298049,0.00009762164,0.0002900382,0.000001956962,0.00006860745,0.001155375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886311,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256722963668626,"score_gpt":0.392242942083352,"score_spread":0.2665706457164894,"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."}}