{"id":"W4206040176","doi":"10.1136/oemed-2021-107879","title":"Incidence of outbreak-associated COVID-19 cases by industry in Ontario, Canada, 1 April 2020–31 March 2021","year":2022,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Incidence (geometry); Transmission (telecommunications); Vaccination; Public health; Epidemiology","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":[0.0005442477,0.0003725466,0.0002605943,0.001666272,0.001098997,0.0008774022,0.0009924812,0.0003547835,0.001617828],"category_scores_gemma":[0.001576341,0.0003831562,0.0004642951,0.001919534,0.0004803087,0.0003951757,0.0008311072,0.0003769915,0.0002394256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01187712,"about_ca_system_score_gemma":0.009446881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.961127,"about_ca_topic_score_gemma":0.9724902,"domain_scores_codex":[0.9992179,0.00004145315,0.00005527368,0.0001047321,0.0003609791,0.0002197517],"domain_scores_gemma":[0.9981418,0.00005890743,0.0007401063,0.00004648341,0.0007003825,0.0003123159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005628438,0.00001386018,0.9963759,0.00002384927,0.00002746453,0.00008026852,0.0002067066,0.00009088175,0.0001653276,0.00002004079,0.001178871,0.001760575],"study_design_scores_gemma":[0.000003197956,0.00001155283,0.9990367,0.00001239911,0.000005470476,0.00005776215,0.0002864687,0.0001299721,0.00003053833,0.000005960705,0.0004169396,0.000003184808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977505,0.0007630358,0.0002567422,0.00030533,0.00001669751,0.00009550295,0.01643794,0.00004537244,0.004574451],"genre_scores_gemma":[0.9904515,0.000613158,0.000251228,0.00008145901,0.00001183833,0.00004857302,0.007061739,0.00000786387,0.001472657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03887296,"threshold_uncertainty_score":0.08617496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613189007535491,"score_gpt":0.2562614922490585,"score_spread":0.2401296021737036,"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."}}