{"id":"W4200091332","doi":"10.2807/1560-7917.es.2021.26.50.2001559","title":"Assessment of population infection with SARS-CoV-2 in Ontario, Canada, March to June 2020","year":2021,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Public Health Ontario; University of Toronto","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Betacoronavirus; Pandemic; Medicine; Coronavirus Infections; Population; Virology; Geography; Environmental health; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000352052,0.0001250647,0.0003144073,0.0001030311,0.000032747,0.00001642729,0.00006332213,0.00004394829,0.00001866589],"category_scores_gemma":[0.0001453813,0.0001167041,0.00003341223,0.000736977,0.00001930884,0.00004411162,0.00005584849,0.0002880507,0.000004361612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007684278,"about_ca_system_score_gemma":0.00180643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9428104,"about_ca_topic_score_gemma":0.9984016,"domain_scores_codex":[0.9983853,0.0001301158,0.0002888028,0.0003444708,0.0005845725,0.0002666985],"domain_scores_gemma":[0.9992824,0.00006387954,0.00006417789,0.0003376447,0.0002213417,0.0000306142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001364265,0.00008363227,0.9005905,0.00006760502,0.00001598824,0.0002225454,0.00004399057,0.0000388338,0.09756248,0.00002788754,0.000875685,0.0003343733],"study_design_scores_gemma":[0.0008565249,0.0001767886,0.9198265,0.00007779104,0.000004493885,0.00003999491,0.000006758378,0.0001977279,0.02601766,0.000007575055,0.05268107,0.0001071175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949971,0.00002989932,0.0001673463,0.0007794301,0.0002130709,0.0003111576,0.000008815989,0.00001737696,0.003475735],"genre_scores_gemma":[0.9920237,0.000002023208,0.000373286,0.00725316,0.00004701965,0.00002135234,0.00002590824,0.00001961589,0.0002339331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07154482,"threshold_uncertainty_score":0.4759054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891233955775595,"score_gpt":0.332206428120806,"score_spread":0.3032940885630501,"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."}}