{"id":"W4404485069","doi":"10.22541/au.173192965.52058318/v1","title":"Reinfection with cytomegalovirus during pregnancy: a prospective cohort study in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Centre hospitalier universitaire de Québec; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Pregnancy; Prospective cohort study; Cytomegalovirus; Obstetrics; Cohort; Medicine; Cohort study; Virology; Human immunodeficiency virus (HIV); Internal medicine; Biology; Herpesviridae; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000978701,0.0004409727,0.0005787017,0.0009744783,0.002499821,0.001372357,0.001184243,0.0006767323,0.001797487],"category_scores_gemma":[0.001663463,0.0005545288,0.0006504141,0.002977615,0.0006700104,0.0003507322,0.0007846196,0.0008416979,0.000241558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140439,"about_ca_system_score_gemma":0.01514242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769496,"about_ca_topic_score_gemma":0.9759194,"domain_scores_codex":[0.9990889,0.00008626476,0.00004885328,0.0002162877,0.0002512168,0.0003086038],"domain_scores_gemma":[0.9984836,0.0001219231,0.0003097643,0.0001202523,0.0004994793,0.0004650707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007342382,0.00002370913,0.9980585,0.00001641237,0.00005382108,0.0001075827,0.0002349549,0.00003450039,0.0001228003,0.00003200605,0.0002626425,0.0009795921],"study_design_scores_gemma":[0.00001324079,0.00004279416,0.9987428,0.00003136509,0.00003734299,0.0001018635,0.0004467671,0.0001975015,0.00003690509,0.00001313388,0.000328161,0.000008238904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954619,0.0007524763,0.0001351373,0.000151859,0.00001148226,0.00006979829,0.002580478,0.000007339833,0.0008295296],"genre_scores_gemma":[0.997259,0.0006980714,0.0001569799,0.00009235652,0.000004293418,0.00003020232,0.001142231,0.000004255991,0.0006124415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02305043,"threshold_uncertainty_score":0.08274508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636132497298785,"score_gpt":0.2882025260477069,"score_spread":0.271841201074719,"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."}}