{"id":"W2115536423","doi":"10.1136/ebmh.14.2.52","title":"Cognitive training for older drivers can reduce the frequency of involvement in motor vehicle collisions","year":2011,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Training (meteorology); Cognition; Psychology; Aeronautics; Applied psychology; Physical medicine and rehabilitation; Computer science; Engineering; Medicine; Physics; Neuroscience","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002107805,0.0005353775,0.001062405,0.0003706345,0.001574119,0.00001117798,0.0006124397,0.0005128509,0.0001866815],"category_scores_gemma":[0.0006853093,0.0004146758,0.0002399851,0.0004377573,0.0004273946,0.0001532974,0.0001754276,0.002529333,0.0000231032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265994,"about_ca_system_score_gemma":0.005457757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049364,"about_ca_topic_score_gemma":0.01085939,"domain_scores_codex":[0.9939502,0.001425118,0.00156493,0.0008351577,0.0007686918,0.001455935],"domain_scores_gemma":[0.9922652,0.005254091,0.001358962,0.0005800222,0.0003591801,0.000182587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001538557,0.0002529739,0.07393226,0.007090739,0.0001902495,0.00001754075,0.1438731,0.000002164699,0.000121436,0.00007985916,0.7715278,0.002758015],"study_design_scores_gemma":[0.01798148,0.004868839,0.4514003,0.2513339,0.0005426663,0.000003227606,0.2158758,0.0002015198,0.0008759053,0.001346706,0.05291205,0.002657591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1071505,0.001795139,0.00009617729,0.8696201,0.002560916,0.01574177,0.002632959,0.0001040239,0.0002984714],"genre_scores_gemma":[0.4371639,0.0008163261,0.0009443277,0.5542201,0.001241275,0.004032427,0.0004622377,0.0001349581,0.0009844044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7186157,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2170234137286955,"score_gpt":0.4298386946579852,"score_spread":0.2128152809292897,"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."}}