{"id":"W1970541353","doi":"10.1164/rccm.2408009","title":"Sleepiness, Sleep Apnea, and Driving","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Sleep (system call); Sleep apnea syndromes; Obstructive sleep apnea; Intensive care medicine; Anesthesia; Polysomnography; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004591951,0.0004535226,0.001198401,0.0004285459,0.0001588116,0.00003400469,0.0002862566,0.0005340293,0.0004790766],"category_scores_gemma":[0.0006149446,0.0003455261,0.0001447333,0.0003306183,0.003071017,0.0001054274,0.00005916065,0.00341335,0.00001164306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006947936,"about_ca_system_score_gemma":0.00008830385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005380759,"about_ca_topic_score_gemma":0.000003877629,"domain_scores_codex":[0.9970601,0.0004532005,0.0009039504,0.0004578024,0.0005647261,0.0005601757],"domain_scores_gemma":[0.9972574,0.001062987,0.0004520839,0.0003469062,0.0004741643,0.0004064629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001861947,0.0000595751,0.01127324,0.0001562646,0.0005716041,0.01223797,0.004647521,0.000001301835,0.00002652529,0.001514729,0.2313473,0.7379777],"study_design_scores_gemma":[0.006639792,0.02124044,0.0066346,0.007416646,0.003466414,0.002993071,0.02577908,0.000001297418,0.00002348607,0.0006369461,0.9234233,0.00174495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08396889,0.1251736,0.001856882,0.7744951,0.005826685,0.0003412783,0.00002731078,0.00008222015,0.008227954],"genre_scores_gemma":[0.6203799,0.00009631842,0.0001247472,0.3724683,0.006834459,0.000006766382,0.000008072648,0.00006311268,0.00001835982],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7362328,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177514108805787,"score_gpt":0.3154025385065335,"score_spread":0.2976511276259548,"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."}}