{"id":"W4390191620","doi":"10.1002/alz.082435","title":"Navigational Decision‐Making Among Older Drivers: An Analysis of Real‐World Driving Patterns","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary","funders":"","keywords":"Cognition; TRIPS architecture; Psychology; Dementia; Clinical Dementia Rating; Cognitive decline; Cognitive impairment; Gerontology; Medicine; Demography; Engineering; Transport engineering; Psychiatry","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":[0.0006059717,0.0001824755,0.0002254479,0.001285047,0.0002375424,0.0006639299,0.000243686,0.0003418674,0.0006465923],"category_scores_gemma":[0.003329303,0.0001143236,0.000401377,0.001118777,0.0001610239,0.0004274277,0.0003689282,0.0001795571,0.0001696628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002138986,"about_ca_system_score_gemma":0.0002100048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007637084,"about_ca_topic_score_gemma":0.01275962,"domain_scores_codex":[0.9996145,0.0001248978,0.0000667827,0.00009110606,0.00005986705,0.00004299386],"domain_scores_gemma":[0.9983301,0.0005708066,0.000560553,0.00012909,0.0002412322,0.000168333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008294644,0.00003711413,0.9960925,0.00001321435,0.00007711929,0.00003770064,0.0002442074,0.0002809633,0.0001648941,0.000009497317,0.00005665547,0.002903051],"study_design_scores_gemma":[0.000004430667,0.0001001317,0.9950885,0.000008561488,0.00002905485,0.0001543828,0.0009404373,0.003296676,0.00009750656,0.00004824477,0.0002232046,0.000008815972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995964,0.00002951289,0.00009853573,0.00000902901,0.000001128597,0.000004017887,0.0002002768,0.00000216519,0.00005896802],"genre_scores_gemma":[0.999402,0.00002427544,0.0001771726,0.000003284612,0.000001610973,0.000006490081,0.0003403567,8.136159e-7,0.00004387668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007637084,"threshold_uncertainty_score":0.01518524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05058507564156668,"score_gpt":0.4072800920303204,"score_spread":0.3566950163887537,"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."}}