{"id":"W2900193856","doi":"10.1093/geroni/igy023.2081","title":"NATURALISTIC DRIVING STUDIES FROM CANDRIVE – A LONGITUDINAL STUDY OF OLDER DRIVERS IN CANADA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geography; Longitudinal study; Global Positioning System; Thunder; Naturalistic observation; Bay; Demography; Psychology; Medicine; Engineering; Meteorology; Sociology; Telecommunications; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001752767,0.0004231964,0.0005876564,0.001619227,0.005079064,0.001578912,0.001348048,0.000613205,0.002140531],"category_scores_gemma":[0.003735606,0.0005564179,0.0007217519,0.004323717,0.000734393,0.0006646966,0.00130516,0.0008899383,0.0006643466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01643888,"about_ca_system_score_gemma":0.01969385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899374,"about_ca_topic_score_gemma":0.9955382,"domain_scores_codex":[0.9987825,0.000174588,0.00008821303,0.0002550227,0.0003643564,0.0003353818],"domain_scores_gemma":[0.9951103,0.0002948279,0.0004448759,0.0003762066,0.003048999,0.0007246881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000286658,0.0003085342,0.9673249,0.0001584243,0.0002558292,0.0003236026,0.01117337,0.0002323286,0.0006611858,0.0003793229,0.009230567,0.009665354],"study_design_scores_gemma":[0.00002016751,0.00005372292,0.9880802,0.00009090084,0.00004288793,0.00009792246,0.005072908,0.0001869743,0.00009313702,0.00004389771,0.006184822,0.00003250471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827601,0.0005565349,0.0002757998,0.0002655642,0.00001666755,0.0002260383,0.013854,0.00001416429,0.002031107],"genre_scores_gemma":[0.9736863,0.0007869551,0.001100689,0.0004570642,0.00002481078,0.0003635484,0.01998236,0.00003659333,0.003561686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643888,"threshold_uncertainty_score":0.1192729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08100020393687508,"score_gpt":0.4206851516705389,"score_spread":0.3396849477336638,"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."}}