{"id":"W2061181794","doi":"10.1016/j.jsr.2007.01.002","title":"Older driver retraining: A systematic review of evidence of effectiveness","year":2007,"lang":"en","type":"review","venue":"Journal of Safety Research","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Université de Sherbrooke; Centre for Interdisciplinary Research in Rehabilitation; McGill University","funders":"National Eye Institute; Canadian Institutes of Health Research","keywords":"Retraining; Psychological intervention; Intervention (counseling); Randomized controlled trial; Poison control; Population; Cost effectiveness; Psychology; Medicine; Perception; Applied psychology; Nursing; Environmental health; Risk analysis (engineering)","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07936292,0.0004443592,0.008690236,0.001294911,0.0003728455,0.000006587265,0.001503394,0.0005638662,0.0002155189],"category_scores_gemma":[0.03483109,0.0002484474,0.001357362,0.002231995,0.0005092005,0.0002252861,0.0006848333,0.005069053,0.00007293312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115363,"about_ca_system_score_gemma":0.003545885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002367849,"about_ca_topic_score_gemma":0.00000968909,"domain_scores_codex":[0.9710501,0.01771815,0.006520124,0.0003584446,0.003465374,0.0008878507],"domain_scores_gemma":[0.9378568,0.0473236,0.006067378,0.0009679711,0.007548783,0.0002354967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004612196,0.0001119756,0.00015402,0.975775,0.0008825915,0.0000520913,0.0009925076,5.021728e-8,9.378445e-7,0.00003995116,0.001118964,0.02082578],"study_design_scores_gemma":[0.0003581022,0.0005021801,0.0003956555,0.9702618,0.001602625,0.00006941662,0.0005216291,4.042141e-7,9.792496e-7,0.00001829021,0.02609257,0.0001763613],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008438845,0.992433,0.00008997655,0.0001550072,0.0005010145,0.005912043,0.00001988814,0.000008514023,0.0008721823],"genre_scores_gemma":[0.0001894973,0.9985081,0.0001735894,0.00002996455,0.0003140844,0.0001116999,0.000002127294,0.00007625247,0.0005947142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04453183,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6569006900119062,"score_gpt":0.6677399311947224,"score_spread":0.01083924118281621,"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."}}