{"id":"W1875701754","doi":"10.17269/cjph.105.4266","title":"Exposed! Or not? The diminishing record of workplace exposure in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; University of British Columbia; Occupational Cancer Research Centre; University of British Columbia Hospital","funders":"Partenariat Canadien Contre Le Cancer; WorkSafeBC; Workers Compensation Board of Manitoba","keywords":"Environmental health; Data collection; Business; Variety (cybernetics); Hazardous waste; Exposure assessment; Occupational exposure; Political science; Medicine; Engineering; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009558588,0.00007261871,0.0002408008,0.0001248948,0.00007056959,0.00001478991,0.0001421381,0.00002571211,0.0003055245],"category_scores_gemma":[0.0006488839,0.00004599423,0.00004240393,0.0001800839,0.00005103868,0.00009778623,0.000006481156,0.0002142125,0.000001418091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378357,"about_ca_system_score_gemma":0.02285164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8819485,"about_ca_topic_score_gemma":0.9940982,"domain_scores_codex":[0.9987143,0.0001494451,0.0004668239,0.00007282236,0.0002664483,0.0003301401],"domain_scores_gemma":[0.9981014,0.0001960754,0.000253015,0.0001329478,0.00004994246,0.001266677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007947357,0.00002138671,0.9203531,0.0000616903,0.00001826113,0.00005033585,0.00040063,0.00002558133,0.00000502925,0.0001133242,0.01054267,0.0683285],"study_design_scores_gemma":[0.0005156344,0.0003361424,0.9250487,0.0001549459,0.000007000412,0.00007013165,0.001534401,0.0000395504,0.000006548902,0.00001610089,0.07222523,0.00004562898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634185,0.0004187456,0.00004010701,0.03531354,0.0002660957,0.0001011595,0.0000242692,0.000001023237,0.0004165422],"genre_scores_gemma":[0.9930353,0.00004631614,0.0001970132,0.006327961,0.0001585061,0.000001438974,0.000005661674,0.000008756837,0.0002190863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121498,"threshold_uncertainty_score":0.9826879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470702499146525,"score_gpt":0.2608348774340173,"score_spread":0.2137646275193648,"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."}}