{"id":"W2108248849","doi":"10.1136/oem.2003.010165","title":"Changing trends in US mesothelioma incidence","year":2004,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mesothelioma; Asbestos; Incidence (geometry); Medicine; Epidemiology; Demography; Cancer incidence; Environmental health; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009029609,0.0001574366,0.0001984128,0.0003465456,0.00007666413,0.000003669613,0.00004045717,0.00004923184,0.001082352],"category_scores_gemma":[0.00001495063,0.000124597,0.00003716074,0.000215781,0.0002652745,0.0001172997,0.00005001995,0.00009224709,0.00004596067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957546,"about_ca_system_score_gemma":0.00001272689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000995688,"about_ca_topic_score_gemma":0.00001339126,"domain_scores_codex":[0.9988918,0.00001113794,0.0002261074,0.0002674157,0.0003927946,0.0002107955],"domain_scores_gemma":[0.9996389,0.0000244197,0.00004505254,0.0001129171,0.000002268398,0.0001764873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003900941,0.0003054935,0.9755619,0.00002256986,0.00001942892,0.00009696319,0.0002968304,0.0001619831,0.006678876,0.0004058009,0.00005875646,0.01600135],"study_design_scores_gemma":[0.002513745,0.0003057355,0.9948963,0.0001427392,0.00003790942,0.0001455347,0.0002690362,0.0000997789,0.000424015,0.0004799607,0.0005615654,0.0001236718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959355,0.0006268565,0.00005247452,0.00140974,0.00005509983,0.000110491,0.0000344561,0.00001903113,0.00175637],"genre_scores_gemma":[0.9967833,0.00016515,0.0003176985,0.001497315,0.0001681543,0.00002398708,0.0005062846,0.00001342543,0.0005246485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933445,"threshold_uncertainty_score":0.9998308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167909324029883,"score_gpt":0.262885063125526,"score_spread":0.2512059698852271,"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."}}