{"id":"W2150521492","doi":"10.1080/15389580802117184","title":"Predicting Driving Performance in Older Adults: We Are Not There Yet!","year":2008,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Lakehead University; NOSM University; St. Joseph's Care Group","funders":"","keywords":"Predictive value; Association (psychology); Poison control; Receiver operating characteristic; Cutoff; Statistics; Predictive validity; Human factors and ergonomics; Injury prevention; Value (mathematics); Suicide prevention; Psychology; Medicine; Mathematics; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.0006592226,0.0002587127,0.000366824,0.0001994026,0.001029159,0.000006751252,0.0002157364,0.0002289764,0.0001966546],"category_scores_gemma":[0.0002036942,0.0002434727,0.00009970322,0.0003513827,0.00007452884,0.000397354,0.0001355105,0.0008838463,0.0002649305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445823,"about_ca_system_score_gemma":0.0001230495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002824399,"about_ca_topic_score_gemma":0.001151892,"domain_scores_codex":[0.9972848,0.0004244753,0.000795974,0.0004572313,0.0003543443,0.000683159],"domain_scores_gemma":[0.9988124,0.0002256233,0.000413175,0.0003490976,0.0001270474,0.00007263653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006471315,0.0002575194,0.960807,0.0006982919,0.0000277979,0.000008528792,0.01888555,0.0001462179,0.00003336523,0.00001092094,0.001696849,0.01736324],"study_design_scores_gemma":[0.001496213,0.0001205982,0.9821869,0.007346916,0.00001917527,0.0000042239,0.005666694,0.002435038,0.00004445092,0.00001368071,0.0004171705,0.0002489394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951944,0.000218577,0.00003963877,0.0005442611,0.0009328856,0.001221357,0.000009536183,0.0004089253,0.001430386],"genre_scores_gemma":[0.9939923,0.0008860365,0.0001923691,0.0001027837,0.0002760941,0.0003002538,0.00001225879,0.00005173106,0.004186182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0213799,"threshold_uncertainty_score":0.992853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337194774292924,"score_gpt":0.3450172225460391,"score_spread":0.3112977451167467,"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."}}