{"id":"W3126539702","doi":"10.14745/ccdr.v47i01a02","title":"COVID-19 outbreak among temporary foreign workers in British Columbia, March to May 2020","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Interior Health","funders":"","keywords":"Outbreak; Quarantine; Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Isolation (microbiology); Public health; Environmental health; Epidemiology; Government (linguistics); Socioeconomics; Geography; Demography; Disease; Virology; Infectious disease (medical specialty); Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189764,0.0002035634,0.0007259168,0.0001182194,0.000299181,0.0003768714,0.0007648926,0.0001203636,0.001821889],"category_scores_gemma":[0.006067172,0.0004155505,0.0001593735,0.001036502,0.0001068271,0.0002550271,0.000731623,0.0004334758,0.00002195778],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016169,"about_ca_system_score_gemma":0.01276746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937167,"about_ca_topic_score_gemma":0.9972216,"domain_scores_codex":[0.9968691,0.0001165516,0.001286717,0.0008007564,0.0001896742,0.0007371855],"domain_scores_gemma":[0.994621,0.0003279613,0.0004065046,0.002305028,0.0000862509,0.002253231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001433724,0.0000729976,0.806601,0.0001043959,0.00005428816,0.01643407,0.00002738262,0.0006446276,4.501254e-7,0.00005164536,0.1758285,0.0001662761],"study_design_scores_gemma":[0.0005854765,0.000009052888,0.7008269,0.000108038,0.00001261679,0.000175387,0.001067759,0.0002968107,6.742121e-7,0.00166125,0.294795,0.0004610322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631115,0.005194387,0.0001325061,0.006575724,0.0003511039,0.0007382569,0.001047293,0.00007473195,0.02277449],"genre_scores_gemma":[0.9761553,0.0002218189,0.0001967066,0.01089296,0.00004927347,0.0001463217,0.0005045485,0.00006302675,0.01177001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189665,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520920551114645,"score_gpt":0.2571856565619054,"score_spread":0.2219764510507589,"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."}}