{"id":"W4241961406","doi":"10.1136/oem.2005.020321","title":"Changing trends in US mesothelioma incidence","year":2005,"lang":"en","type":"letter","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mesothelioma; Incidence (geometry); Asbestos; Medicine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000126085,0.0004304784,0.0005408335,0.000858277,0.00009741878,0.000008569074,0.0001005302,0.0003557732,0.004987292],"category_scores_gemma":[0.00001935276,0.0003499275,0.0001008758,0.0002471792,0.0004478797,0.0001303934,0.0001090933,0.0006802137,0.000111293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365491,"about_ca_system_score_gemma":0.0000227992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007649312,"about_ca_topic_score_gemma":0.000009134348,"domain_scores_codex":[0.9975687,0.00004156812,0.0004687151,0.0005920022,0.0008976141,0.0004314528],"domain_scores_gemma":[0.9993311,0.00009162308,0.000144444,0.0002544181,0.000004361572,0.0001740902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000543724,0.0003309652,0.6363194,0.0002199858,0.0001263077,0.001239349,0.0002812611,0.0000277095,0.0006880212,0.00001836715,0.3069011,0.05330376],"study_design_scores_gemma":[0.001363476,0.000257641,0.7764058,0.0003590966,0.0001487694,0.000264346,0.00006663043,0.0001937179,0.00002600694,0.00004448228,0.2205813,0.0002886821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5851789,0.004365644,0.00001565991,0.4023377,0.0003297849,0.0005310912,0.0006096485,0.00007064249,0.006561009],"genre_scores_gemma":[0.5693355,0.0006719619,0.0002109745,0.4044089,0.00462535,0.00008236474,0.01015389,0.00006553812,0.01044551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400864,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401812911008533,"score_gpt":0.2618966909465393,"score_spread":0.247878561836454,"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."}}