{"id":"W2031901287","doi":"10.1080/15389580590969184","title":"An Exploratory Study on the Predictive Elements of Passing On-the-Road Tests for Disabled Persons","year":2005,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Élisabeth Bruyère Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Logistic regression; Descriptive statistics; Poison control; Human factors and ergonomics; Occupational safety and health; Cohort; Injury prevention; Regression analysis; Cohort study; Applied psychology; Medicine; Psychology; Medical emergency; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001841899,0.0002054699,0.0002484087,0.00008196039,0.00141285,0.0000129447,0.0002640878,0.00007913027,0.0000729197],"category_scores_gemma":[0.0003347976,0.0001263214,0.0001066026,0.000168491,0.00008744826,0.0001894771,0.00005279906,0.0003959599,0.00005278677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985986,"about_ca_system_score_gemma":0.0001096719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003681316,"about_ca_topic_score_gemma":0.0005486786,"domain_scores_codex":[0.997053,0.001277358,0.0005740342,0.0003351134,0.0003665875,0.0003938882],"domain_scores_gemma":[0.9979864,0.0009114221,0.000385067,0.0005162813,0.0001519318,0.00004893186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002483053,0.02673916,0.1153137,0.0007533295,0.002176613,0.000001968795,0.5047508,0.00183574,0.004081998,0.004390542,0.1995099,0.1379632],"study_design_scores_gemma":[0.006629081,0.01571921,0.6235784,0.003147749,0.0007344824,3.269842e-7,0.3331697,0.01172085,0.0009521391,0.0007837381,0.002774304,0.0007900802],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920337,0.00001062823,0.0001680248,0.002039184,0.0003390275,0.004633051,0.0000784075,0.000166625,0.0005313311],"genre_scores_gemma":[0.9967839,0.000005029177,0.00008985512,0.0002534217,0.0003175724,0.001813522,0.00001374208,0.00003673175,0.0006862124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5082647,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09467437717685728,"score_gpt":0.435414044964585,"score_spread":0.3407396677877277,"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."}}