{"id":"W3097388447","doi":"10.1016/j.aap.2020.105852","title":"A systematic review and meta-analysis of older driver interventions","year":2020,"lang":"en","type":"review","venue":"Accident Analysis & Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Retraining; Psychological intervention; Context (archaeology); Cognition; Physical medicine and rehabilitation; Psychology; Cognitive training; Intervention (counseling); Randomized controlled trial; Driving simulator; Medicine; Simulation; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01447225,0.003128771,0.02237442,0.007629902,0.0008468017,0.003798602,0.002251678,0.003108076,0.005847742],"category_scores_gemma":[0.04177142,0.00208478,0.02834718,0.007201321,0.00100236,0.002566553,0.002501885,0.002718457,0.0004376268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962197,"about_ca_system_score_gemma":0.00761879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401801,"about_ca_topic_score_gemma":0.03952276,"domain_scores_codex":[0.9887007,0.00489637,0.003775522,0.0009504115,0.001281897,0.0003950897],"domain_scores_gemma":[0.9859611,0.009760688,0.002431681,0.0005138005,0.001104426,0.0002283225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001720072,0.0000348238,0.0009200996,0.6915298,0.2904114,0.0001015009,0.0001299116,0.000184621,0.0001849535,0.0001119144,0.0006267528,0.01404408],"study_design_scores_gemma":[0.001485691,0.0002471674,0.001925044,0.07246336,0.9208015,0.00009483669,0.00007946567,0.000077037,0.00008616593,0.0001690768,0.002541416,0.00002925894],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002754694,0.9950997,0.000491364,0.0001378728,0.0002086537,0.0006566292,0.000393589,0.0000274002,0.0002301857],"genre_scores_gemma":[0.07202893,0.9207503,0.003248368,0.001145355,0.0002052643,0.001658864,0.0004745461,0.00003168908,0.0004566482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02237442,"threshold_uncertainty_score":0.07653749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028907593945251,"score_gpt":0.5201759431364961,"score_spread":0.317285183741971,"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."}}