{"id":"W2344098486","doi":"10.1017/s0950268815003167","title":"Seroconversion for cytomegalovirus infection in a cohort of pregnant women in Québec, 2010–2013","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Université de Montréal; Public Health Agency of Canada; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; McGill University Health Centre; Public Health Agency; Public Health Agency of Canada; McMaster University; McGill University","keywords":"Seroconversion; Medicine; Seroprevalence; Pregnancy; Cohort; Cytomegalovirus; Human cytomegalovirus; Poisson regression; Obstetrics; Cohort study; Confidence interval; Epidemiology; Immunology; Pediatrics; Demography; Serology; Herpesviridae; Antibody; Internal medicine; Viral disease; Population; Environmental health; Virus; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004074178,0.000127949,0.0006155086,0.0005146734,0.0000398689,0.000002873919,0.00002649018,0.00028863,0.00006256632],"category_scores_gemma":[0.001931008,0.0001098407,0.00006385169,0.0002829074,0.000131992,0.0001783199,0.00003933284,0.0003103155,0.00002179604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319911,"about_ca_system_score_gemma":0.0002570552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1213629,"about_ca_topic_score_gemma":0.03551475,"domain_scores_codex":[0.9983887,0.0002896909,0.0005241876,0.0002950259,0.00008015559,0.0004222398],"domain_scores_gemma":[0.998929,0.0004708109,0.0001388526,0.0001521358,0.000114081,0.0001951282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001109981,0.0001831669,0.9893215,0.0001607121,0.00003235292,0.000002477951,0.0005818708,0.0001007729,0.000598472,0.00008062237,0.001860215,0.005967814],"study_design_scores_gemma":[0.002851994,0.001157746,0.9622813,0.0001229406,0.00001659611,0.00002651805,0.00003335238,0.002540203,0.0004233748,0.001117165,0.02933044,0.00009832787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965124,0.0006462078,0.0003220351,0.000941655,0.0002103174,0.000883006,0.000003719185,0.00002377366,0.0004569557],"genre_scores_gemma":[0.9958289,0.002989116,0.00008905074,0.0002062781,0.00008210337,0.0002809202,0.00001766718,0.00001247182,0.0004934808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08584811,"threshold_uncertainty_score":0.9820846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667440606927213,"score_gpt":0.3520977576241306,"score_spread":0.2853536969314093,"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."}}