{"id":"W2581475074","doi":"","title":"Driving and dementia: Efficient approach to driving safety concerns in family practice.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Centre for Family Medicine","funders":"","keywords":"Dementia; Cognition; Affect (linguistics); Accreditation; Applied psychology; Patient safety; Human factors and ergonomics; Primary care; Occupational safety and health; Medicine; Poison control; Nursing; Psychology; Health care; Medical emergency; Medical education; Family medicine; Psychiatry; Disease","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002283805,0.0002148194,0.0003779455,0.0001339774,0.00207246,0.00008837815,0.0003967274,0.0001262594,0.000005033562],"category_scores_gemma":[0.005429985,0.0001970761,0.00003664547,0.000111484,0.0001167558,0.0002843404,0.001135035,0.0005712157,0.00003197798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616946,"about_ca_system_score_gemma":0.00006499686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005586199,"about_ca_topic_score_gemma":0.001505612,"domain_scores_codex":[0.9971854,0.0003604751,0.0005358138,0.0005539862,0.0003309029,0.001033437],"domain_scores_gemma":[0.9977365,0.0008140764,0.0003791099,0.0006794661,0.0001339031,0.0002569969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001598906,0.0001286284,0.9679209,0.0001116118,0.00008854112,0.000006204183,0.006696704,0.0001011728,0.00001618966,0.0004189819,0.002052362,0.02244274],"study_design_scores_gemma":[0.0009885619,0.000008933712,0.9773263,0.0001583928,0.00004748327,0.000001045964,0.004133947,0.0002968932,0.000004519653,0.00002394386,0.01680077,0.0002092152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829117,0.0003233225,0.001283467,0.005894405,0.001078684,0.003375474,0.000007102913,0.000119015,0.1050069],"genre_scores_gemma":[0.9940636,0.0001074101,0.001205383,0.0008122352,0.000272919,0.002686745,0.000001802892,0.00003519042,0.0008146731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111152,"threshold_uncertainty_score":0.9992267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08064515465700883,"score_gpt":0.3789532389296315,"score_spread":0.2983080842726226,"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."}}