{"id":"W1989490881","doi":"10.5539/gjhs.v2n1p167","title":"Driving Fatigue and Performance among Occupational Drivers in Simulated Prolonged Driving","year":2010,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Putra Malaysia","keywords":"Alertness; Poison control; Human factors and ergonomics; Occupational safety and health; Injury prevention; Driving simulator; Task (project management); Driving simulation; Suicide prevention; Environmental health; Medicine; Computer science; Engineering; Simulation; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030568,0.0002393302,0.0001384695,0.0001233794,0.0001488351,0.0002357354,0.00009668288,0.0002333293,0.001320453],"category_scores_gemma":[0.0008228995,0.00009140723,0.0002528363,0.00006218188,0.000112331,0.0001403668,0.0002577913,0.0001604751,0.0001483946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793329,"about_ca_system_score_gemma":0.000171255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269483,"about_ca_topic_score_gemma":0.002681937,"domain_scores_codex":[0.9999131,0.00002145209,0.000008938026,0.00001606041,0.00001698279,0.00002350329],"domain_scores_gemma":[0.9997223,0.00005893069,0.00007189681,0.00001845137,0.00004561844,0.00008278555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004995808,0.002956,0.9357119,0.0001940627,0.0002698281,0.0003953969,0.002636869,0.002607359,0.03497187,0.00005193171,0.0002268487,0.01498219],"study_design_scores_gemma":[0.00002599601,0.005234467,0.9894572,0.00001213527,0.00004576427,0.0001355387,0.0005380754,0.001455578,0.002705502,0.00003656667,0.0003415452,0.00001154565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999006,0.000008037778,0.00002326143,0.000002381169,8.278254e-7,0.000002616472,0.00002475378,6.804222e-7,0.00003686364],"genre_scores_gemma":[0.9997353,0.00001478203,0.00003235599,0.000002610454,0.000001119328,0.000007888514,0.00006867862,2.970432e-7,0.0001368851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002269483,"threshold_uncertainty_score":0.004512608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352876293392377,"score_gpt":0.3513592643343951,"score_spread":0.3278305014004714,"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."}}