{"id":"W2007352557","doi":"10.5399/osu/jtrf.47.4.1141","title":"Relationship Between Perceived In-Cabin Air Quality and Truck Drivers' Self-Reported Health and Alertness","year":2010,"lang":"en","type":"article","venue":"Journal of the Transportation Research Forum","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Motor Association Foundation for Traffic Safety; Centre for Transportation Engineering and Planning","keywords":"Alertness; Truck; Epworth Sleepiness Scale; Poison control; Human factors and ergonomics; Occupational safety and health; Aeronautics; Perception; Injury prevention; Ordered logit; Psychology; Sleep quality; Logistic regression; Applied psychology; Transport engineering; Environmental health; Engineering; Medical emergency; Medicine; Automotive engineering; Polysomnography; Computer science; Psychiatry; Apnea; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004582428,0.0001343502,0.0001238725,0.0003938441,0.0002147671,0.0004304611,0.0001189667,0.0002207751,0.002052293],"category_scores_gemma":[0.003162616,0.0001182216,0.0001518153,0.0002593019,0.0001490822,0.0002095927,0.0001866394,0.0002942681,0.0001849797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815069,"about_ca_system_score_gemma":0.0001306949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008421399,"about_ca_topic_score_gemma":0.01134224,"domain_scores_codex":[0.99979,0.00006803139,0.0000260078,0.00002377478,0.00005461296,0.00003763882],"domain_scores_gemma":[0.9974107,0.0008387132,0.0009081665,0.0000880939,0.0004275427,0.0003267487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003510332,0.00006089594,0.9988016,0.000003155889,0.00001582294,0.0000150166,0.0001556954,0.0000228768,0.0001504943,0.000005668885,0.00001984815,0.0007136642],"study_design_scores_gemma":[0.000001531598,0.00007505494,0.9995267,0.000001084383,0.000005298301,0.00002355528,0.0002042617,0.00008213935,0.00002814405,0.000004852416,0.00004590433,0.000001493388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997435,0.00002660421,0.00002829131,0.000009920272,8.821803e-7,0.000001993359,0.00003129792,6.916321e-7,0.0001567921],"genre_scores_gemma":[0.9997975,0.00001614427,0.000021809,0.000005229688,0.000001540647,0.000001601966,0.00004232072,3.073212e-7,0.0001135745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008421399,"threshold_uncertainty_score":0.01674473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196505796733591,"score_gpt":0.441341496996987,"score_spread":0.321690917323628,"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."}}