{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003692617,0.0001147792,0.0002079962,0.0001138013,0.000100584,0.00001239488,0.00006181563,0.00005283037,0.0001824408],"category_scores_gemma":[0.00004828308,0.00008714636,0.00003907711,0.0001053458,0.0001278068,0.0001407614,0.00001926562,0.0001095081,0.00000601112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001642571,"about_ca_system_score_gemma":0.00007580156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279552,"about_ca_topic_score_gemma":0.00001987618,"domain_scores_codex":[0.9990864,0.00008634406,0.0003044042,0.0001791149,0.0002240461,0.0001196787],"domain_scores_gemma":[0.9992031,0.0001526424,0.0001920426,0.0002039473,0.0001470015,0.0001012398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003453563,0.0005270577,0.8882926,0.00005144347,0.0002952376,0.000004158422,0.00210682,0.00003760722,0.004787253,0.006248447,0.001393474,0.09280239],"study_design_scores_gemma":[0.00117824,0.0007814954,0.9899177,0.00003606494,0.00005020244,0.000008221171,0.0001019414,0.001579599,0.00281618,0.003070592,0.0003713452,0.00008843309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951366,0.001418142,0.0009047912,0.001070327,0.00009527639,0.0002642313,0.00007824828,0.0000226174,0.001009835],"genre_scores_gemma":[0.9967245,0.0006352888,0.0009730269,0.001198409,0.0001547108,0.0000131762,0.0001812638,0.00001117984,0.0001084253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016251,"threshold_uncertainty_score":0.3553726,"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."}}