{"id":"W3119353912","doi":"10.1201/b10836-51","title":"Psychiatric Disorders and Driving Performance","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Psychiatry; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001918154,0.0003707164,0.0004302798,0.0001987088,0.0009207776,0.000005439708,0.0001708608,0.0004122884,0.002528549],"category_scores_gemma":[0.00002936103,0.0003007187,0.00007117559,0.00002576683,0.0001251404,0.00009200355,0.0003627425,0.001012133,0.001215057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005492154,"about_ca_system_score_gemma":0.00009051489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008178235,"about_ca_topic_score_gemma":0.004378826,"domain_scores_codex":[0.9984286,0.00002911117,0.0004680394,0.0004394169,0.0001829057,0.0004519533],"domain_scores_gemma":[0.9989505,0.0002080218,0.0002701399,0.0003932288,0.00007519071,0.0001028558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008034092,0.0000211212,0.8065875,0.001337418,0.0001986016,0.000001202274,0.003715016,1.588382e-7,4.512917e-7,0.07765667,0.07107378,0.03940007],"study_design_scores_gemma":[0.0005494579,0.0001249819,0.2673052,0.001145981,0.0001391815,0.000001359438,0.0001852686,0.000016149,1.334698e-7,0.02198477,0.7078482,0.0006993695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003171699,0.000901192,0.00005538542,0.0005455706,0.00124669,0.0006491215,0.000004063336,0.0002454081,0.9931809],"genre_scores_gemma":[0.06806821,0.01390898,0.0003270405,0.0003744177,0.0003731335,0.00004222896,0.000004910898,0.00009827343,0.9168028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6367744,"threshold_uncertainty_score":0.9999445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785252015694796,"score_gpt":0.3262064279096829,"score_spread":0.288353907752735,"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."}}