{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009550587,0.0004040845,0.000394381,0.003761943,0.002546963,0.001409748,0.001400413,0.0003642253,0.002967049],"category_scores_gemma":[0.00258077,0.0003434985,0.0007038527,0.005745303,0.0007791322,0.0005040886,0.001213042,0.0006621728,0.0003829664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04171927,"about_ca_system_score_gemma":0.06948619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976001,"about_ca_topic_score_gemma":0.9981177,"domain_scores_codex":[0.9981564,0.00004799758,0.000111748,0.0002092599,0.001066819,0.0004077372],"domain_scores_gemma":[0.9964993,0.00006526239,0.0004098927,0.00004486753,0.002346094,0.0006345031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006333355,0.00001598377,0.979346,0.0002816201,0.00005986438,0.0001159498,0.001076034,0.0001442443,0.0002379401,0.0001996656,0.006394391,0.01206495],"study_design_scores_gemma":[0.000003859253,0.0000137508,0.992665,0.000181062,0.00003856289,0.0001276336,0.001435796,0.0001782193,0.0001319766,0.00003662102,0.005171594,0.00001590754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988317,0.00951528,0.000683852,0.00235742,0.0001536694,0.0001777239,0.07038599,0.0001549887,0.01773928],"genre_scores_gemma":[0.9791157,0.004852634,0.0007773402,0.0002863722,0.00002339252,0.00004494103,0.01065027,0.00002392092,0.004225493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04171927,"threshold_uncertainty_score":0.3026959,"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."}}