{"id":"W3208386290","doi":"10.1136/oem-2021-epi.79","title":"O-415 Changing trends for mesothelioma in Canada and their implications","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Health Canada","funders":"","keywords":"Mesothelioma; Demography; Cohort; Asbestos; Medicine; Incidence (geometry); Population; Peritoneal mesothelioma; Cohort effect; Geography; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000155714,0.00004734808,0.00007080602,0.00006479296,0.00006257726,0.000007366274,0.00001683166,0.00001009903,0.0001401226],"category_scores_gemma":[0.00001844154,0.00004134467,0.000023402,0.0001934958,0.00001557646,0.00004497113,0.00001799732,0.00002264922,0.000001245405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006620897,"about_ca_system_score_gemma":0.0001665187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08206886,"about_ca_topic_score_gemma":0.4331425,"domain_scores_codex":[0.9996583,0.000008986882,0.00008225983,0.0001070214,0.00004134569,0.0001020877],"domain_scores_gemma":[0.9997687,0.00005737037,0.00001405633,0.00007899084,0.00001647682,0.00006442044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003144469,0.0001127424,0.966767,0.00003069631,0.00003651239,0.000005338824,0.0001801164,0.00009381615,0.005304531,0.001837213,0.003642415,0.02195817],"study_design_scores_gemma":[0.0004380971,0.0000106331,0.9937141,0.000007963507,0.00002126073,0.00001205796,0.0007370656,0.0005644101,0.000968266,0.0004908972,0.002990206,0.00004507262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898686,0.0002542518,0.0003161862,0.006672231,0.00003526441,0.0001394864,0.0003499243,0.000009764314,0.002354244],"genre_scores_gemma":[0.9966369,0.00001611196,0.0004206041,0.0004360166,0.00002851946,0.00008994486,0.000472643,0.000006486784,0.001892741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3510737,"threshold_uncertainty_score":0.9240437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671143950713502,"score_gpt":0.299193111362118,"score_spread":0.272481671854983,"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."}}