{"id":"W4319333824","doi":"10.1177/07334648231156320","title":"The Association between Psychological Resilience and Driving Behavior among Older Drivers in Australia","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Waterloo; Lakehead University","funders":"Australian Research Council; Canadian Institutes of Health Research; Monash University","keywords":"Demographics; Psychological resilience; Psychology; Regression analysis; Multilevel model; Poison control; Demography; Cohort; Sample (material); Injury prevention; Resilience (materials science); Human factors and ergonomics; Occupational safety and health; Suicide prevention; Gerontology; Medicine; Environmental health; Social psychology; Statistics; Mathematics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001880017,0.0001188073,0.0003767222,0.0001441553,0.0005056587,0.00001251458,0.0002331145,0.00028338,0.0000233459],"category_scores_gemma":[0.0004110268,0.0000806918,0.00004488357,0.0002371785,0.0001637012,0.00008626354,0.0001234119,0.001025397,0.00004396517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626619,"about_ca_system_score_gemma":0.00003146145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003513731,"about_ca_topic_score_gemma":0.003076955,"domain_scores_codex":[0.99799,0.0002781442,0.0007243174,0.0001853652,0.0002685998,0.000553583],"domain_scores_gemma":[0.9969063,0.00205474,0.0007195454,0.0001328454,0.0001035441,0.00008300731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009501051,0.00001802424,0.9892121,0.0000085072,0.0000320379,0.00001934422,0.003050869,0.000004804278,0.0001310556,0.0001511113,0.005768699,0.00159396],"study_design_scores_gemma":[0.0008048781,0.00006667605,0.9943768,0.00006122854,0.00004520041,0.000002387274,0.003457394,0.000003725636,0.000006864387,0.0006363175,0.0004636155,0.00007493571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967839,0.00001606977,0.00002210451,0.001485198,0.0005812687,0.0003249942,0.000001127153,0.00002685366,0.0007585385],"genre_scores_gemma":[0.9985791,0.0001368975,0.000112749,0.00005559497,0.0002114905,0.00004494923,6.760511e-7,0.000009191717,0.0008492795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005305083,"threshold_uncertainty_score":0.4454896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08132101344307983,"score_gpt":0.4453839102032557,"score_spread":0.3640628967601759,"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."}}