{"id":"W4310954206","doi":"10.1002/jmv.28391","title":"The cost‐effectiveness of maternal and neonatal screening for congenital cytomegalovirus infection in Japan","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Valganciclovir; Newborn screening; Cytomegalovirus; Pediatrics; Seroprevalence; Prenatal screening; Cost effectiveness; Obstetrics; Prenatal diagnosis; Pregnancy; Immunology; Serology; Human cytomegalovirus; Antibody; Cytomegalovirus infection; Human immunodeficiency virus (HIV); Fetus; Viral disease; Herpesviridae; Virus; Biology","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":[0.003853218,0.001059123,0.001342328,0.0008730216,0.0002657761,0.001238259,0.0008002433,0.0008342318,0.001535441],"category_scores_gemma":[0.01080821,0.0006471564,0.003077062,0.0008866527,0.0004131414,0.001256562,0.0007771209,0.0006711272,0.00005521966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005541031,"about_ca_system_score_gemma":0.003422403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05815806,"about_ca_topic_score_gemma":0.03182047,"domain_scores_codex":[0.9974509,0.001867594,0.00009826152,0.0001578948,0.0001338155,0.0002916381],"domain_scores_gemma":[0.9955704,0.003551726,0.0003899135,0.00008316785,0.0001978061,0.0002070045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002342716,0.000266435,0.04559363,0.0006176188,0.001682646,0.0005691019,0.0000663161,0.9274675,0.0006122814,0.001819322,0.0006604027,0.01830198],"study_design_scores_gemma":[0.000666316,0.002066046,0.05098212,0.0003066505,0.004278527,0.0004999479,0.000398226,0.9354829,0.001045088,0.003297642,0.0008899561,0.00008661741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843175,0.004876081,0.005900413,0.0008710499,0.00004943802,0.0001262034,0.0008609002,0.00003630873,0.002962133],"genre_scores_gemma":[0.9975527,0.0009221274,0.0009737395,0.00006033262,0.000005706942,0.00003868386,0.0002135392,0.00000337588,0.000229861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05815806,"threshold_uncertainty_score":0.1156391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353316071392854,"score_gpt":0.353243343848286,"score_spread":0.3179117367090006,"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."}}