{"id":"W3041133938","doi":"10.1186/s12877-020-01637-1","title":"Socio-demographic characteristics and cognitive performance in oldest old subjects asking for driving license renewal","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Population; Test (biology); Montreal Cognitive Assessment; Demography; Medicine; Cohort; License; Gerontology; Trail Making Test; Cohort study; Raw score; Psychology; Cognitive impairment; Statistics; Raw data; Psychiatry; Mathematics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006126087,0.0002606042,0.0004691737,0.0001785062,0.0007771914,0.00002829,0.0001365467,0.0002239491,0.0000118771],"category_scores_gemma":[0.002491552,0.0002643825,0.00007153136,0.0006222574,0.00007682405,0.0001617186,0.0002475704,0.0005301852,0.00002113315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006920019,"about_ca_system_score_gemma":0.0001956909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003371128,"about_ca_topic_score_gemma":0.0005920187,"domain_scores_codex":[0.9978003,0.0002183924,0.000611124,0.0004762635,0.0001990641,0.000694872],"domain_scores_gemma":[0.9969268,0.002181259,0.0003483527,0.0001423113,0.0002340811,0.0001671933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000564594,0.00002988969,0.9850598,0.001549812,0.00002011266,0.000003397001,0.01224326,0.000001244573,0.00009794223,0.00005075214,0.000189057,0.000698299],"study_design_scores_gemma":[0.00191092,0.0001459601,0.9914639,0.0006140958,0.00008646728,0.000001141522,0.003690982,0.001338562,0.00001957535,0.00005740113,0.0003605976,0.0003104128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959782,0.0002662577,0.001000393,0.0005957634,0.0005179822,0.001258971,0.00005334249,0.0001429742,0.0001861666],"genre_scores_gemma":[0.9957628,0.0008391793,0.001354031,0.0007610437,0.0008603951,0.0002134637,0.00002465637,0.00005816972,0.0001263233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008552283,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408844745090322,"score_gpt":0.338311099441716,"score_spread":0.2842226519908128,"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."}}