{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005421087,0.0003431833,0.0003109065,0.0008238896,0.001596298,0.0009590828,0.0009146389,0.000431482,0.001655791],"category_scores_gemma":[0.001601721,0.0003891499,0.0004414482,0.00191983,0.0005091426,0.00040107,0.0004147712,0.0006579373,0.0002387269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01257216,"about_ca_system_score_gemma":0.007961201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859536,"about_ca_topic_score_gemma":0.9838253,"domain_scores_codex":[0.9995666,0.00004687913,0.00002899753,0.0001120651,0.0001277244,0.00011773],"domain_scores_gemma":[0.998754,0.00008842985,0.0002988236,0.00006288353,0.0005082922,0.0002875433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004236802,0.0000186031,0.9971735,0.0000132234,0.00003816872,0.00005373194,0.0002469075,0.00005000426,0.0002102643,0.00002029814,0.000622395,0.001510534],"study_design_scores_gemma":[0.00000501465,0.00001770015,0.9989669,0.00001670594,0.00001597143,0.00005822999,0.0002734094,0.0001985025,0.00003189518,0.000005752808,0.000405677,0.000004119384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914204,0.001048098,0.0001818522,0.0002913576,0.00001856754,0.00005499077,0.005196927,0.00001893303,0.001768847],"genre_scores_gemma":[0.9970934,0.0004574437,0.0001138519,0.0001348643,0.00000691596,0.0000220438,0.001361876,0.000005204965,0.0008045004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01404637,"threshold_uncertainty_score":0.09121782,"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."}}