{"id":"W4309884854","doi":"10.1186/s12989-022-00506-6","title":"Concentration-dependent increase in symptoms due to diesel exhaust in a controlled human exposure study","year":2022,"lang":"en","type":"article","venue":"Particle and Fibre Toxicology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"WorkSafe Victoria; British Columbia Lung Association; Vancouver Coastal Health Research Institute; Mitacs; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Visual analogue scale; Medicine; Crossover study; Confounding; Diesel exhaust; Anesthesia; Anxiety; Quality of life (healthcare); Physiology; Internal medicine; Pathology; Chemistry; Diesel fuel; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001802563,0.0007202108,0.0007686492,0.0003680905,0.0004742834,0.0004756421,0.0003809227,0.0008644081,0.002737276],"category_scores_gemma":[0.001587596,0.0004281097,0.0008359422,0.0003369657,0.0008118667,0.0003206652,0.0005000684,0.0006670592,0.0004097362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754894,"about_ca_system_score_gemma":0.0004475155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008060137,"about_ca_topic_score_gemma":0.0009961971,"domain_scores_codex":[0.9986446,0.0006601528,0.00008612392,0.0003105286,0.000192874,0.0001057186],"domain_scores_gemma":[0.9983883,0.000512348,0.0003199251,0.0002708093,0.0001955892,0.0003130605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2503746,0.11407,0.3250493,0.002578119,0.00246978,0.001145694,0.002421318,0.001091965,0.26594,0.0001850395,0.001434912,0.03323929],"study_design_scores_gemma":[0.008420421,0.3624035,0.6107362,0.00002858889,0.000943333,0.0003975926,0.0004139967,0.0006705165,0.01333709,0.000122143,0.002450989,0.0000756498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983404,0.0002780577,0.0004390435,0.00001374196,0.00002848861,0.0005329723,0.0001749,0.000009216444,0.0001831215],"genre_scores_gemma":[0.996576,0.0001851441,0.0005224832,0.00009829515,0.00006951006,0.001147725,0.0004849765,0.000006539092,0.0009093257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002737276,"threshold_uncertainty_score":0.009532988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702189842472714,"score_gpt":0.3102057329743904,"score_spread":0.2831838345496633,"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."}}