{"id":"W4220921909","doi":"10.1101/2022.03.24.22272898","title":"Modestly protective cytomegalovirus vaccination of young children effectively prevents congenital infection at the population level","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; BC Children's Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Immunization Research Network","keywords":"Viral shedding; Cytomegalovirus; Medicine; Vaccination; Transmission (telecommunications); Pregnancy; Immunity; Immunology; Population; Virology; Viral load; Cytomegalovirus infection; Immune system; Human cytomegalovirus; Antibody; Virus; Viral disease; Herpesviridae; Biology; Environmental health","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":[0.0001897632,0.0002528587,0.000361659,0.00008687784,0.00009146643,0.0003312676,0.0002384053,0.0003314145,0.001280416],"category_scores_gemma":[0.0005373757,0.000131024,0.0003761535,0.00005890797,0.0001710819,0.0002344269,0.0001923836,0.0003140302,0.0001199486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532879,"about_ca_system_score_gemma":0.0007981863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004416453,"about_ca_topic_score_gemma":0.003072446,"domain_scores_codex":[0.9999231,0.0000184844,0.000002353568,0.00001436769,0.000008247524,0.00003340973],"domain_scores_gemma":[0.999862,0.00006290474,0.00004337653,0.000008012442,0.000006726555,0.0000170013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008605091,0.0007030035,0.07867216,0.0003348099,0.000282045,0.0005958549,0.0001227212,0.7273108,0.1495265,0.01489657,0.001513659,0.0251813],"study_design_scores_gemma":[0.0001568515,0.002528784,0.04177162,0.00007780708,0.0001699769,0.0003962354,0.0001353739,0.9215128,0.02460616,0.005045011,0.003571888,0.00002745521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968138,0.000444602,0.0279219,0.0002439743,0.00002441448,0.00003431016,0.0002507378,0.00005899174,0.002883004],"genre_scores_gemma":[0.9970273,0.0002290884,0.00192102,0.00004280544,0.000004138743,0.00001817721,0.00006999418,0.000003921384,0.0006834516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004416453,"threshold_uncertainty_score":0.008781493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250184511115301,"score_gpt":0.3305984986495014,"score_spread":0.2880966535383483,"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."}}