{"id":"W4387881849","doi":"10.1093/sleepadvances/zpad035.078","title":"O078 A Comparison of Subjective Sleepiness and Subjective driving Performance between People Vulnerable Versus Resistant to Driving Impairment following Extended Wakefulness.","year":2023,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroRx Research (Canada)","funders":"","keywords":"Wakefulness; Psychology; Audiology; Sleep deprivation; Poison control; Injury prevention; Driving simulator; Medicine; Electroencephalography; Psychiatry; Simulation; Medical emergency; Cognition","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008020517,0.0004199885,0.0008418109,0.000475114,0.0006828973,0.00005052207,0.0003540104,0.0001908795,0.00007582432],"category_scores_gemma":[0.0002444575,0.0004150404,0.0001694718,0.001857452,0.0001014044,0.0004600426,0.0002211078,0.0005069548,0.00008820288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601483,"about_ca_system_score_gemma":0.00002927572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001966568,"about_ca_topic_score_gemma":0.0009087028,"domain_scores_codex":[0.9967438,0.0002865628,0.0007106651,0.0008593228,0.0004928637,0.0009067639],"domain_scores_gemma":[0.9975947,0.001226517,0.0003151273,0.0005020055,0.0001289485,0.0002326807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007800434,0.0001754241,0.859412,0.00004367155,0.0007224279,0.00002174385,0.01438671,0.001766851,0.0003426902,0.0003429393,0.00008444989,0.121921],"study_design_scores_gemma":[0.003919259,0.001353156,0.9690439,0.0006492425,0.0003044233,0.00000154255,0.01735233,0.0005108193,0.005579502,0.0001496446,0.0003821779,0.0007539734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905612,0.001524332,0.001035868,0.0001334073,0.002280592,0.0007422461,0.00001966681,0.0002779807,0.003424727],"genre_scores_gemma":[0.998875,0.00005364856,0.0004214566,0.00001371555,0.0001669097,0.0002766873,0.00003113092,0.00006656675,0.00009484658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211671,"threshold_uncertainty_score":0.9998301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269142114460453,"score_gpt":0.332522450169915,"score_spread":0.3098310290253105,"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."}}