{"id":"W1523259919","doi":"10.17077/drivingassessment.1163","title":"Simulator Performance vs. Neurophysiologic Monitoring: Which is More Relevant to Assess Driving Impairment?","year":2005,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Driving simulator; Computer science; Simulation; Physical medicine and rehabilitation; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002100104,0.0009413881,0.001265719,0.00131237,0.0002814214,0.001205349,0.0006979393,0.001168605,0.001151753],"category_scores_gemma":[0.006268648,0.0001388918,0.0007060166,0.001041531,0.0007435707,0.001326229,0.0007350665,0.0005808015,0.0005998891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962878,"about_ca_system_score_gemma":0.0001990527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101326,"about_ca_topic_score_gemma":0.002135475,"domain_scores_codex":[0.9989055,0.0003465023,0.0002544666,0.000179401,0.0002155394,0.00009856421],"domain_scores_gemma":[0.9954807,0.001446931,0.001492564,0.0003020059,0.0006829298,0.0005949597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009395126,0.0002330687,0.9599786,0.00034176,0.0003739896,0.0004322423,0.0003612813,0.0002550346,0.005112069,0.00007998828,0.0004115269,0.03148088],"study_design_scores_gemma":[0.00002720106,0.001880259,0.9936178,0.0001087776,0.0001424848,0.00119248,0.0004659684,0.001003524,0.000740733,0.0002638069,0.0005289435,0.00002807828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914396,0.003395968,0.001920969,0.0005776425,0.0001548402,0.00006494259,0.0003369844,0.00004333765,0.002065652],"genre_scores_gemma":[0.997915,0.0007538956,0.0005819806,0.0001915783,0.0001802216,0.00002509879,0.0001804183,0.000008838223,0.0001630298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100104,"threshold_uncertainty_score":0.01110655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587704452980514,"score_gpt":0.328483724038903,"score_spread":0.2926066795090979,"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."}}