{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001337383,0.0002015121,0.0006747138,0.002494915,0.003429621,0.003295107,0.00202557,0.001610642,0.009027042],"category_scores_gemma":[0.008502471,0.0003376749,0.0005636555,0.01186809,0.001405994,0.001352739,0.001568685,0.002650932,0.0004733958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05353829,"about_ca_system_score_gemma":0.1231064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981665,"about_ca_topic_score_gemma":0.9991255,"domain_scores_codex":[0.9972304,0.0001462986,0.0002177669,0.0002866297,0.001211158,0.0009077559],"domain_scores_gemma":[0.9851366,0.0007279943,0.002034137,0.0003001087,0.008182403,0.003618699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003811694,0.0001235062,0.7110055,0.001378436,0.0002332943,0.0005735654,0.005065727,0.0004586416,0.0004144887,0.004409406,0.1341446,0.1418116],"study_design_scores_gemma":[0.00001742065,0.00004032064,0.944509,0.000957424,0.0001026164,0.0001702158,0.007948175,0.0002503042,0.0001164662,0.0005180911,0.04530758,0.00006238846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5112481,0.1061162,0.0006675827,0.2882973,0.002912564,0.00008760667,0.04220183,0.0001094103,0.0483595],"genre_scores_gemma":[0.9297562,0.042049,0.0004506362,0.01344775,0.0005008232,0.00002126702,0.003970475,0.00004666527,0.009757187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05353829,"threshold_uncertainty_score":0.3884493,"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."}}