{"id":"W2489377118","doi":"10.1111/1440-1630.12306","title":"The development and initial validation of a new tool to measure self‐awareness of driving ability after brain injury","year":2016,"lang":"en","type":"article","venue":"Australian Occupational Therapy Journal","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Ottawa","funders":"Transport Accident Commission; Ontario Neurotrauma Foundation","keywords":"Internal consistency; Traumatic brain injury; Self-awareness; Psychology; Acquired brain injury; Measure (data warehouse); Clinical psychology; Convergent validity; Physical medicine and rehabilitation; Medicine; Psychometrics; Physical therapy; Psychiatry; Rehabilitation; Computer science; Data mining; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001721975,0.0001478422,0.0002230105,0.00009538497,0.0005886309,0.00001717784,0.0001707574,0.00008936744,0.00019209],"category_scores_gemma":[0.0005965739,0.00008335338,0.00005654387,0.0001432966,0.0000766533,0.0002120095,0.00006394384,0.000209551,0.000009129139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532709,"about_ca_system_score_gemma":0.001000209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002080699,"about_ca_topic_score_gemma":0.0001424464,"domain_scores_codex":[0.9977516,0.0004305113,0.0008615558,0.0001686964,0.0005028666,0.0002847709],"domain_scores_gemma":[0.9977814,0.0008965475,0.0004230831,0.0001738737,0.0006032233,0.000121903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003559453,0.00004477518,0.9478359,0.00002553258,0.0001226343,4.621233e-7,0.007474663,0.000001704365,0.002949436,0.00005763444,0.002919822,0.03821151],"study_design_scores_gemma":[0.0009588614,0.0001077783,0.98419,0.0004934967,0.000008260956,0.000002805943,0.0003256306,3.490429e-7,0.006366783,0.0007756727,0.006655824,0.0001145249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992232,0.00002731774,0.00143412,0.005507526,0.000334314,0.0004093152,0.00002074831,0.00001560253,0.00001904],"genre_scores_gemma":[0.9963794,0.00003721847,0.002689783,0.0001563869,0.0002775151,0.00004393419,0.000001329891,0.00001386623,0.0004005279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03809698,"threshold_uncertainty_score":0.4527333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367131008084876,"score_gpt":0.4479945246860452,"score_spread":0.3112814238775576,"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."}}