{"id":"W4309165569","doi":"10.1093/annweh/wxac077","title":"Prevalence and Level of Occupational Exposure to Asbestos in Canada in 2016","year":2022,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Occupational Cancer Research Centre; University of Toronto; University of Calgary; World Wildlife Fund Canada; BC Centre for Disease Control; Public Health Ontario; University of British Columbia","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Asbestos; Environmental health; Occupational exposure; Census; Exposure assessment; Population; Demography; Occupational safety and health; Medicine; Geography; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002028131,0.00005613061,0.0001750834,0.00007207303,0.0000333783,0.000001047112,0.00003122945,0.00001006231,0.00008608281],"category_scores_gemma":[0.00001427654,0.00005254649,0.00001324785,0.0001225083,0.00002098676,0.00002243533,0.0000476967,0.00006135552,1.518577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005677906,"about_ca_system_score_gemma":0.0006234463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2346375,"about_ca_topic_score_gemma":0.147779,"domain_scores_codex":[0.9992076,0.00003527919,0.0002725211,0.0001240283,0.0002386841,0.000121896],"domain_scores_gemma":[0.9996947,0.0000390443,0.00007187531,0.0000681603,0.00001297008,0.0001132217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000522095,0.0001145017,0.9897804,0.0002143405,0.000004582724,0.000004112943,0.0002051489,0.0002203247,0.00001403492,0.00006750431,0.004999392,0.003853598],"study_design_scores_gemma":[0.0003537215,0.0005869092,0.9981353,0.0001785071,0.00000243074,0.000002544433,0.0001933968,0.000004597218,0.00002634397,0.00004338235,0.0004304848,0.00004236816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906603,0.004932261,0.000001438106,0.003928841,0.00002135905,0.0002077523,0.000211569,0.000001049318,0.00003546137],"genre_scores_gemma":[0.9969241,0.0007528433,0.0001174331,0.00201864,0.00001177792,0.00002023817,0.0000198658,0.000003766332,0.0001313323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08685859,"threshold_uncertainty_score":0.8677719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467764779980757,"score_gpt":0.3628877051632545,"score_spread":0.2161112271651789,"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."}}