{"id":"W1983325361","doi":"10.1016/j.aap.2012.06.025","title":"Examination of naturalistic driving practices in drivers with Parkinson's disease compared to age and gender-matched controls","year":2012,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Michigan Diabetes Research Center, University of Michigan; University of Waterloo","keywords":"Context (archaeology); Injury prevention; Crash; Poison control; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Speed limit; Daylight; Psychology; Medicine; Transport engineering; Environmental health; Engineering; Geography; Computer science","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":[0.001318703,0.0001656117,0.0004922757,0.0005375639,0.0002233795,0.0000209651,0.0001199433,0.00006173884,0.00007442763],"category_scores_gemma":[0.00100281,0.000142194,0.0000902536,0.0008260062,0.00003607976,0.000669677,0.0001248133,0.0002022567,0.000009784727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636434,"about_ca_system_score_gemma":0.0000362426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003748985,"about_ca_topic_score_gemma":0.03489362,"domain_scores_codex":[0.9974713,0.0009562604,0.0005380566,0.0002959695,0.0003795822,0.0003588103],"domain_scores_gemma":[0.9977258,0.0007012705,0.0009739745,0.0002635992,0.0001737034,0.0001616713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004225789,0.0001250512,0.989412,0.00004817394,0.0005646442,0.000004385133,0.00885214,0.0001567892,0.0002272062,0.00007023136,0.0000440545,0.0004531392],"study_design_scores_gemma":[0.0008153176,0.00002443639,0.9914951,0.00024083,0.001994662,1.586867e-7,0.004462854,0.0006270025,0.00001005188,0.0001051023,0.00007631987,0.0001481065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961763,0.0002890527,0.002133523,0.0002696301,0.00008163218,0.0008487703,8.520959e-7,0.00003453063,0.0001657311],"genre_scores_gemma":[0.9986253,0.00007791742,0.0006870993,0.00005444541,0.00005638387,0.0001508875,0.00005667171,0.00001335197,0.0002778941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03451872,"threshold_uncertainty_score":0.982717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07767035055295725,"score_gpt":0.4180406068207909,"score_spread":0.3403702562678337,"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."}}