{"id":"W2095257724","doi":"10.1080/15389588.2014.894995","title":"Older Driver Estimates of Driving Exposure Compared to In-Vehicle Data in the Candrive II Study","year":2014,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Victoria; Sunnybrook Health Science Centre; Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto; Health Sciences Centre; Ottawa Hospital; University Health Network; McGill University; University of Ottawa; University of Waterloo; Centre for Interdisciplinary Research in Rehabilitation; Research Manitoba; Lakehead University; Jewish Rehabilitation Hospital; University of Manitoba","funders":"Canadian Institutes of Health Research; Transport Canada","keywords":"Poison control; Injury prevention; Confidence interval; Occupational safety and health; Human factors and ergonomics; Suicide prevention; Demography; Psychology; Cohort; Statistics; Medicine; Mathematics; Environmental health","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":[0.002302848,0.0001821269,0.000403258,0.0001993334,0.0004003373,0.000009497639,0.0006731513,0.00008401647,0.00006031023],"category_scores_gemma":[0.0004194971,0.000141071,0.00003638144,0.0004496647,0.0000501705,0.0002159647,0.0005476631,0.000428434,0.00003447021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008258684,"about_ca_system_score_gemma":0.00006128366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003596327,"about_ca_topic_score_gemma":0.03723335,"domain_scores_codex":[0.9968907,0.001155135,0.0007637362,0.0004316582,0.0003470058,0.0004118107],"domain_scores_gemma":[0.998158,0.0005864688,0.0002240841,0.0008978266,0.00009066187,0.00004296223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003047609,0.00107551,0.9085771,0.0001291884,0.00003547002,0.000001672791,0.07967361,0.0003541216,0.0001951351,0.00004968379,0.002673598,0.007204405],"study_design_scores_gemma":[0.001525948,0.0004830045,0.9765157,0.0007816534,0.00004450378,2.474936e-7,0.01759764,0.002644855,0.00001686574,0.00007591751,0.000167911,0.0001458018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962373,0.00002093491,0.0002398277,0.0005289288,0.0002990991,0.002345518,0.00001577662,0.0000604019,0.0002521626],"genre_scores_gemma":[0.9989572,0.000003901316,0.0004059828,0.0001065491,0.00007865373,0.0002010504,0.00003245075,0.00002058328,0.0001936108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06793852,"threshold_uncertainty_score":0.9803346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556312100368523,"score_gpt":0.4165043010594693,"score_spread":0.3609411800557841,"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."}}