{"id":"W2902990845","doi":"10.1080/09553002.2018.1551641","title":"Asbestos exposure and mesothelioma mortality among atomic veterans","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"Naval Sea Systems Command; National Cancer Institute; Vanderbilt-Ingram Cancer Center; U.S. Department of Energy","keywords":"Asbestos; Mesothelioma; Medicine; Navy; Military personnel; Epidemiology; Environmental health; Occupational medicine; Demography; Occupational exposure; Pathology; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001217905,0.00006574734,0.0001233525,0.0001339593,0.00002600201,0.00001053658,0.00007515846,0.00005346435,0.0002871584],"category_scores_gemma":[0.00006648638,0.00005166191,0.00006475014,0.00003350448,0.0001780026,0.0001157577,0.00001734301,0.00006518792,0.00001734162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006178724,"about_ca_system_score_gemma":0.00003943016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000245654,"about_ca_topic_score_gemma":0.000006171117,"domain_scores_codex":[0.9993726,0.00003579925,0.0002672145,0.00008812282,0.0001686995,0.00006758435],"domain_scores_gemma":[0.9995025,0.00004044489,0.0001936133,0.00005275405,0.000122789,0.00008785601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002696572,0.00007226445,0.9776683,0.000002796002,0.0002010439,0.00002019058,0.00009530892,0.000001901454,0.005860175,0.0003804059,0.00023977,0.01518815],"study_design_scores_gemma":[0.001073792,0.0004870269,0.9917286,0.00002087964,0.0000530433,0.0002412775,0.00002561268,0.0001057093,0.002121362,0.0006185208,0.003476768,0.00004737913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975833,0.0003250701,0.0003617018,0.0007434362,0.0005432585,0.00005235605,0.00002842732,0.000006270233,0.0003561814],"genre_scores_gemma":[0.9980576,0.0001795906,0.0001979496,0.0005839815,0.0008881988,0.000001502807,0.00003344504,0.000005434098,0.00005231659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514077,"threshold_uncertainty_score":0.3144183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221634232087374,"score_gpt":0.3110949275997936,"score_spread":0.2988785852789199,"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."}}