{"id":"W3109680980","doi":"10.1101/2020.11.25.20239038","title":"COVID-19 Workplace Outbreaks by Industry Sector and their Associated Household Transmission, Ontario, Canada, January – June, 2020","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Outbreak; Transmission (telecommunications); Attendance; Geography; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Environmental health; Socioeconomics; Demography; Disease; Economic growth; Virology; Infectious disease (medical specialty); Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000577606,0.0005415887,0.0003822884,0.002366247,0.002487508,0.001243386,0.001028329,0.0003006998,0.004062456],"category_scores_gemma":[0.001732525,0.0004482549,0.0005201019,0.003722844,0.0005921064,0.0004426219,0.001248997,0.0005859963,0.0004223442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02354791,"about_ca_system_score_gemma":0.0299237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915535,"about_ca_topic_score_gemma":0.9943159,"domain_scores_codex":[0.9991403,0.00003645274,0.0000824839,0.0001252717,0.0002831568,0.0003323024],"domain_scores_gemma":[0.9971216,0.00008336698,0.0007748896,0.00007473637,0.001327894,0.0006175191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307409,0.00003323357,0.9833663,0.0001610101,0.00005365971,0.0002383333,0.000738885,0.0002097437,0.0003926081,0.00008546566,0.007811352,0.006778742],"study_design_scores_gemma":[0.000005596887,0.00001258955,0.9971164,0.0000515415,0.000009163497,0.00006350672,0.0007560397,0.0001726823,0.0000348169,0.00001186274,0.001760204,0.000005648288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871818,0.002646859,0.0005728503,0.0008804404,0.00008293364,0.0004104362,0.09617283,0.0001246536,0.01192721],"genre_scores_gemma":[0.9615881,0.001840454,0.0006541994,0.0003336737,0.00004067657,0.0001632901,0.02884282,0.00003413776,0.006502599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02354791,"threshold_uncertainty_score":0.1708528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450040497924528,"score_gpt":0.2437712052750854,"score_spread":0.2192708002958401,"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."}}