{"id":"W4390081577","doi":"10.1093/geroni/igad104.2174","title":"CHANGES IN DRIVER’S LICENSE STATUS AMONG MID-AGED AND OLDER CANADIANS OVER THREE YEARS","year":2023,"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":"Simon Fraser University; Lakehead University; University of Ottawa","funders":"","keywords":"License; Demography; Gerontology; Odds; Logistic regression; Depression (economics); Medicine; Longitudinal study; Salience (neuroscience); Mental health; Baseline (sea); Psychology; Psychiatry","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":[0.0007311908,0.000322938,0.0003437416,0.001621568,0.002532623,0.001010781,0.001178858,0.0005804916,0.001797987],"category_scores_gemma":[0.002028019,0.0002141986,0.0009108746,0.002927257,0.0003994495,0.0004483015,0.0008033572,0.0008869105,0.0002178732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009825578,"about_ca_system_score_gemma":0.01346618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878609,"about_ca_topic_score_gemma":0.990541,"domain_scores_codex":[0.9992172,0.00003452865,0.0000471544,0.000118533,0.0003062299,0.0002763197],"domain_scores_gemma":[0.9978046,0.00005896913,0.0005037808,0.00004950148,0.001058068,0.000525114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003534591,0.00002697744,0.9968095,0.00002303345,0.000041783,0.00002629605,0.0002891483,0.0000256701,0.00005995873,0.0000313506,0.0007941416,0.001836737],"study_design_scores_gemma":[0.000002070637,0.00001010063,0.9989134,0.00001587595,0.00001173062,0.0000141986,0.0004966514,0.0000676268,0.00001602287,0.000008033335,0.0004392197,0.000005163023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868106,0.0007862749,0.00009074724,0.0004479054,0.00003856912,0.00005582401,0.009507301,0.00001057027,0.002252237],"genre_scores_gemma":[0.995923,0.0002949044,0.00009813019,0.0001336737,0.00001069967,0.00002211536,0.002929552,0.000002654728,0.0005852361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213914,"threshold_uncertainty_score":0.07128984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528786045373056,"score_gpt":0.3691781910441484,"score_spread":0.3238903305904178,"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."}}