{"id":"W2080795985","doi":"10.1097/00001199-200601000-00004","title":"Barriers to Driving and Community Integration After Traumatic Brain Injury","year":2006,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"Community integration; Logistic regression; Psychology; Traumatic brain injury; Human factors and ergonomics; Poison control; Injury prevention; Psychoeducation; Negative affectivity; Clinical psychology; Medicine; Physical therapy; Psychiatry; Medical emergency; Social psychology; Personality; Psychological intervention","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":[0.003231376,0.0001636392,0.000376293,0.0003525777,0.0008767455,0.00002423077,0.0001178599,0.0001130879,0.00006439151],"category_scores_gemma":[0.005926584,0.0001348173,0.00009639867,0.0002516221,0.0001058039,0.0004544955,0.00004481585,0.001086814,0.00001368891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298425,"about_ca_system_score_gemma":0.0001087615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439987,"about_ca_topic_score_gemma":0.00923458,"domain_scores_codex":[0.995978,0.002194073,0.001112787,0.0001227594,0.0003150615,0.0002773424],"domain_scores_gemma":[0.9945414,0.004166539,0.0004064011,0.0002111806,0.0004818113,0.0001926385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001994491,0.0001828202,0.8432896,0.0005499567,0.00003995683,0.000002471386,0.1237224,0.00005842783,0.002950858,0.0002160478,0.009372167,0.01941593],"study_design_scores_gemma":[0.0007042977,0.001125269,0.9565248,0.001371663,0.00002940569,0.000004705038,0.03571162,0.00005615783,0.0000451156,0.003551102,0.0007538617,0.0001219559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843774,0.00007589861,0.00150464,0.01273046,0.000391414,0.00055888,0.000006677456,0.00003108619,0.0003235737],"genre_scores_gemma":[0.9924719,0.000003547494,0.006592782,0.0005534608,0.0001899409,0.00005699983,0.000001729858,0.00002261613,0.0001069723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132353,"threshold_uncertainty_score":0.7095103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870055132043148,"score_gpt":0.3948624866483202,"score_spread":0.3661619353278887,"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."}}