{"id":"W4407907161","doi":"10.20935/acadmed7536","title":"Effect of COVID-19 vaccination coverage on transmission and mortality during Omicron dominance","year":2025,"lang":"en","type":"article","venue":"Academia Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Dominance (genetics); Vaccination; Transmission (telecommunications); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Biology; Medicine; Computer science; Infectious disease (medical specialty); Outbreak; Telecommunications; Genetics; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003632596,0.0003379583,0.0004270351,0.0004206676,0.000186797,0.000689238,0.0004794832,0.0004105977,0.002884275],"category_scores_gemma":[0.01689965,0.0001564856,0.001379359,0.0006298969,0.0003482834,0.000625629,0.0009775865,0.0007679599,0.0002029043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005270974,"about_ca_system_score_gemma":0.0006207724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358332,"about_ca_topic_score_gemma":0.009545833,"domain_scores_codex":[0.9974415,0.001327153,0.0001527734,0.000409199,0.0001788147,0.0004905422],"domain_scores_gemma":[0.9917243,0.003594953,0.003056157,0.0003917418,0.0003836407,0.0008491581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347359,0.00005739994,0.9848303,0.0001793156,0.001032261,0.00009441637,0.0001169974,0.002041589,0.0001829044,0.0001642485,0.0009759647,0.008977257],"study_design_scores_gemma":[0.0000390172,0.0005434442,0.9951048,0.0001465391,0.0003726978,0.0001170901,0.0001778372,0.002358934,0.0001353425,0.0001453243,0.0008504392,0.000008582637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898127,0.003000668,0.0004397776,0.0009531583,0.00006551814,0.00001480944,0.004365921,0.00002199356,0.001325532],"genre_scores_gemma":[0.9986222,0.0002110404,0.00009969054,0.0001114595,0.00001861618,0.00001071232,0.0008078592,0.000004440672,0.0001140192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358332,"threshold_uncertainty_score":0.02700853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119284554006621,"score_gpt":0.3980349291623642,"score_spread":0.3768420836222979,"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."}}