{"id":"W2141039078","doi":"10.1093/annhyg/mer024","title":"Airline Pilot Cosmic Radiation and Circadian Disruption Exposure Assessment from Logbooks and Company Records","year":2011,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; Natural Resources Canada; National Oceanic and Atmospheric Administration; National Cancer Institute; National Institutes of Health; National Aeronautics and Space Administration; Centers for Disease Control and Prevention; National Institute for Occupational Safety and Health; Battelle","keywords":"Crew; Cosmic ray; Environmental science; Aeronautics; Radiation exposure; Medicine; Meteorology; Nuclear medicine; Engineering; Physics","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":[0.001542024,0.0003082346,0.0001861789,0.001886338,0.0002222851,0.0004281434,0.0003621234,0.0001799012,0.001757949],"category_scores_gemma":[0.006434315,0.000185079,0.000275521,0.001366325,0.0001448969,0.0003919239,0.0005375996,0.000167585,0.0004150008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480844,"about_ca_system_score_gemma":0.000398162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0084894,"about_ca_topic_score_gemma":0.01178966,"domain_scores_codex":[0.9986212,0.0004552331,0.0002721958,0.0001910058,0.0004003362,0.00006008581],"domain_scores_gemma":[0.9932389,0.00127199,0.003635849,0.0004345437,0.001268092,0.0001506408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001664649,0.00005446378,0.9750698,0.00009368554,0.00006187466,0.00006157838,0.0003797555,0.0006481966,0.0007380666,0.00003017026,0.0004849889,0.02221103],"study_design_scores_gemma":[0.000008957858,0.0002552724,0.9967911,0.00002404838,0.00002469947,0.00008953959,0.0002625551,0.0008700439,0.0005096397,0.00001425371,0.001142257,0.000007559526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911317,0.0001469059,0.003054194,0.00003280196,0.000005716173,0.0002421048,0.00366958,0.00005541635,0.001661546],"genre_scores_gemma":[0.9873766,0.0002902719,0.004835589,0.00002044932,0.00001674136,0.0003759971,0.005803955,0.00000878135,0.001271657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0084894,"threshold_uncertainty_score":0.01687998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391677916419195,"score_gpt":0.3731194418915055,"score_spread":0.233951650249586,"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."}}