{"id":"W2060185474","doi":"10.1111/jgs.12306","title":"Assessment of Driving‐Related Skills Prediction of Unsafe Driving in Older Adults in the Office Setting","year":2013,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; American Academy of Neurology","keywords":"Medicine; Cognition; Logistic regression; Receiver operating characteristic; Poison control; Test (biology); Montreal Cognitive Assessment; Cognitive skill; Injury prevention; Cognitive impairment; Psychiatry; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113705,0.0004515818,0.0003189414,0.0008317064,0.0001410246,0.0005198192,0.0003055146,0.0005892628,0.0008859539],"category_scores_gemma":[0.006315008,0.000211944,0.0003659194,0.0003245772,0.000141328,0.0003732421,0.0003216806,0.0003590547,0.0003397989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089655,"about_ca_system_score_gemma":0.0002065723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891646,"about_ca_topic_score_gemma":0.00314177,"domain_scores_codex":[0.9994842,0.0001249289,0.0001026482,0.00008668393,0.0001529937,0.00004848067],"domain_scores_gemma":[0.997443,0.0005444053,0.001109804,0.00008476173,0.0005128599,0.0003052338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008996812,0.00008434556,0.9973801,0.000009262915,0.00003012477,0.00001858707,0.00003675383,0.00003336461,0.0001239256,0.000001827662,0.00003109514,0.002160697],"study_design_scores_gemma":[0.00001148032,0.00035971,0.998876,0.000005425149,0.00001553637,0.0001148126,0.00005755173,0.0004016611,0.00009289916,0.000006966693,0.00005522923,0.000002691117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994624,0.0001043175,0.00008217088,0.00001171533,0.000003981716,0.00001439933,0.0000746308,0.000004121333,0.0002423327],"genre_scores_gemma":[0.9994118,0.00006369286,0.0002090132,0.00001349827,0.00001142568,0.00001131409,0.0001838392,7.614899e-7,0.00009475442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001891646,"threshold_uncertainty_score":0.006013334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008464738030231308,"score_gpt":0.3278493078210188,"score_spread":0.3193845697907875,"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."}}