{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376961,0.0004346786,0.0003944141,0.01147375,0.002035998,0.001563775,0.001013129,0.0003039519,0.001396376],"category_scores_gemma":[0.00615883,0.000311331,0.0005289427,0.01125806,0.0004226237,0.0005033956,0.001338655,0.0005374172,0.0001795042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01345453,"about_ca_system_score_gemma":0.02234305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731924,"about_ca_topic_score_gemma":0.9726515,"domain_scores_codex":[0.9984231,0.000124278,0.0001823272,0.0001736816,0.0007070658,0.0003895233],"domain_scores_gemma":[0.9895514,0.0007364306,0.002082181,0.0001840952,0.006573291,0.0008726552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001801017,0.0000537144,0.9780121,0.000223983,0.0001011254,0.0001821945,0.001254791,0.0001822343,0.0003787836,0.0001239787,0.003484029,0.01582296],"study_design_scores_gemma":[0.000003642378,0.00002850326,0.9947648,0.0001086569,0.00003673419,0.00007881763,0.002246198,0.0004082327,0.0001667066,0.00001144758,0.002136144,0.0000100114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465792,0.001860271,0.000543817,0.0003656366,0.00003017921,0.0003394333,0.04458719,0.0000726087,0.005621749],"genre_scores_gemma":[0.9730156,0.00221102,0.001319167,0.0002234266,0.0000300565,0.0002276379,0.02090685,0.00002506792,0.002041166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02680761,"threshold_uncertainty_score":0.09761989,"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."}}