{"id":"W4293090433","doi":"10.1139/facets-2021-0156","title":"A media surveillance analysis of COVID-19 workplace outbreaks in Canada and the United States","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Institute for Work & Health; Simon Fraser University; University of British Columbia; World Wildlife Fund Canada; Alberta Health Services","funders":"Partenariat Canadien Contre Le Cancer; WorkSafeBC","keywords":"Outbreak; Environmental health; Coronavirus disease 2019 (COVID-19); Pandemic; Risk assessment; Transmission (telecommunications); Business; Medicine; Geography; Engineering; Virology; Telecommunications; Computer science; Computer security; Disease","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":[0.0004718504,0.00004236019,0.0002079664,0.0001906183,0.00005521237,0.000002976182,0.00002739374,0.000009927576,0.0002808327],"category_scores_gemma":[0.0002483762,0.00003035981,0.00002982269,0.0009384241,0.00002658994,0.000008826738,0.00002348748,0.00009136897,1.959209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994233,"about_ca_system_score_gemma":0.000321171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9029282,"about_ca_topic_score_gemma":0.9590812,"domain_scores_codex":[0.9993578,0.0001628471,0.0001501211,0.00008030368,0.0001728488,0.00007612175],"domain_scores_gemma":[0.9993328,0.0004233647,0.00007202286,0.00009379237,0.00003183189,0.00004614296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004467276,0.00001440926,0.9426141,0.00001271013,0.0001942748,0.000006477509,0.001409782,0.05424913,0.00001112652,0.00007999202,0.0007417739,0.0002195109],"study_design_scores_gemma":[0.002723988,0.00001657841,0.8544762,0.000002369387,0.0001442199,0.000003967038,0.001266042,0.1285093,0.000005966295,0.00002438542,0.01278601,0.00004097967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955908,0.0001555764,0.0004312706,0.003399252,0.00007365621,0.0001496578,0.00007824405,0.000007001655,0.0001145394],"genre_scores_gemma":[0.9983709,0.00002760689,0.000003745887,0.001192504,0.000006994018,0.00001718208,0.0002283846,0.000002613538,0.0001500638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08813787,"threshold_uncertainty_score":0.3074921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121598659458455,"score_gpt":0.2548914098778601,"score_spread":0.2427315439320146,"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."}}