{"id":"W4212983881","doi":"10.1016/j.cmi.2022.02.004","title":"Vaccines alone will not prevent COVID-19 outbreaks among migrant workers—the example of meat processing plants","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Bruyère; University of Ottawa; Alberta Health Services; University of Calgary","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research","keywords":"Transmission (telecommunications); Outbreak; Outreach; Environmental health; Vaccination; Business; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Economic growth; Infectious disease (medical specialty); Disease; Economics; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007600294,0.0006955803,0.001547668,0.0009964985,0.0001715817,0.00094236,0.0008002663,0.001566718,0.004012825],"category_scores_gemma":[0.00135091,0.000203602,0.0009643918,0.0007707183,0.0003183411,0.0008944546,0.0004475771,0.001600579,0.001235946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295539,"about_ca_system_score_gemma":0.001218067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00301196,"about_ca_topic_score_gemma":0.006403017,"domain_scores_codex":[0.9998241,0.00004147221,0.00003048959,0.00002817074,0.00005109806,0.00002459651],"domain_scores_gemma":[0.9993957,0.0003673993,0.00009316759,0.00001039141,0.000106037,0.00002729679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001656636,0.00005212913,0.0001546991,0.04261399,0.0003410816,0.0001150302,0.00004227903,0.0001796315,0.0007854934,0.002690499,0.03738254,0.915477],"study_design_scores_gemma":[0.0001524554,0.000278282,0.001806096,0.04097871,0.001008821,0.0007854949,0.0001164343,0.00007809028,0.0003701793,0.001475783,0.9529195,0.00003014605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006932304,0.9991415,0.0000252756,0.0002663498,0.0001478327,0.000002433243,0.00001527165,0.000002480705,0.0003296432],"genre_scores_gemma":[0.0007174328,0.9983541,0.00009166986,0.0004398274,0.0001112523,0.000004668401,0.00002281449,0.000001080892,0.0002572384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004012825,"threshold_uncertainty_score":0.01342422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039846664807417,"score_gpt":0.392539959950221,"score_spread":0.2885552934694793,"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."}}