{"id":"W4288060960","doi":"10.1016/j.vaccine.2022.07.026","title":"Modestly protective cytomegalovirus vaccination of young children effectively prevents congenital infection at the population level","year":2022,"lang":"en","type":"article","venue":"Vaccine","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Viral shedding; Immunity; Vaccination; Medicine; Cytomegalovirus; Transmission (telecommunications); Pregnancy; Immunology; Population; Viral load; Virology; Vaccine efficacy; Immune system; Viral disease; Virus; Herpesviridae; Biology; Environmental health","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":[0.000465151,0.0002251249,0.0003376096,0.0001452401,0.0001141055,0.0002459511,0.0001773128,0.0003352897,0.001584543],"category_scores_gemma":[0.001169891,0.00008853149,0.0001464683,0.0000806134,0.0002522981,0.0002021044,0.0001829761,0.0005189902,0.000209012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002224056,"about_ca_system_score_gemma":0.0006341599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285913,"about_ca_topic_score_gemma":0.003209765,"domain_scores_codex":[0.9997995,0.00005609569,0.000006849566,0.00003362984,0.00003308504,0.00007082543],"domain_scores_gemma":[0.9996909,0.000102829,0.00005533171,0.00002327817,0.0000287322,0.00009895442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007400387,0.003966417,0.276078,0.001104239,0.0003027129,0.001485772,0.00118725,0.002168534,0.4429386,0.003539789,0.006618895,0.2532095],"study_design_scores_gemma":[0.0007455396,0.03600993,0.8554652,0.000324925,0.0003238648,0.002745414,0.0008047541,0.002005447,0.08231954,0.001395411,0.01783638,0.00002356512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947898,0.001188213,0.0007341043,0.000419334,0.00006771698,0.00002987461,0.0001604685,0.0000650684,0.002545407],"genre_scores_gemma":[0.998069,0.0005524273,0.000324526,0.0001101288,0.00003569457,0.00001223486,0.00009120774,0.000006240982,0.0007986061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002285913,"threshold_uncertainty_score":0.00530076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714199473260254,"score_gpt":0.30448365243273,"score_spread":0.2773416577001275,"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."}}