{"id":"W3156791306","doi":"10.1111/pai.13658","title":"Early‐life cytomegalovirus infection is associated with gut microbiota perturbations and increased risk of atopy","year":2021,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Alberta; University of Manitoba; University of British Columbia; BC Centre for Disease Control; Hospital for Sick Children; McMaster University","funders":"AllerGen; Canadian Institutes of Health Research; Genome British Columbia","keywords":"Atopy; Medicine; Immunology; Hygiene hypothesis; Gut flora; Cytomegalovirus; Microbiome; Allergy; Sensitization; Population; Herpesviridae; Viral disease; Environmental health; Virus; Biology; Bioinformatics","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":[0.000188115,0.0001660994,0.0004224998,0.0002485731,0.0002031932,0.00002391549,0.00004371383,0.0002627248,0.0003572858],"category_scores_gemma":[0.0004994792,0.0001419693,0.00006543989,0.0005246347,0.0002119195,0.00008951015,0.0001001753,0.0004055744,0.00001475262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000464746,"about_ca_system_score_gemma":0.0003713925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666508,"about_ca_topic_score_gemma":0.0003363471,"domain_scores_codex":[0.9987873,0.0001629249,0.0002919437,0.0003254794,0.0001487253,0.000283594],"domain_scores_gemma":[0.9988956,0.0002540917,0.0001659487,0.0002345832,0.0003174376,0.0001323547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326709,0.0006756932,0.9518003,0.00009999317,0.002682743,0.0000821221,0.001118453,0.000001637113,0.03753588,0.0004777195,0.001483032,0.002715753],"study_design_scores_gemma":[0.003090228,0.0005233808,0.9874395,0.00001803511,0.0002448362,0.00009545972,0.00006382063,0.00004239078,0.0008247772,0.00006123244,0.007446358,0.000150044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896804,0.008710115,0.00003198355,0.0004369282,0.00004103969,0.0001590994,0.00006265775,0.00003251686,0.0008452474],"genre_scores_gemma":[0.9679385,0.03082528,0.00009433161,0.0001960383,0.00007873817,0.00001372266,0.00006051264,0.00002105381,0.0007718342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03671111,"threshold_uncertainty_score":0.578934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190113354156924,"score_gpt":0.2451465715826285,"score_spread":0.2332454380410593,"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."}}