{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002904213,0.0002964722,0.0002346181,0.0003887963,0.0004553834,0.0006154739,0.0003166663,0.0004444236,0.00207625],"category_scores_gemma":[0.001356757,0.0001760844,0.0003157336,0.0004583317,0.0003517726,0.0001895122,0.0003334974,0.0006713805,0.0001127022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015425,"about_ca_system_score_gemma":0.00124107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07363696,"about_ca_topic_score_gemma":0.08964589,"domain_scores_codex":[0.9997657,0.00003182244,0.00000893279,0.00005522156,0.0000613537,0.00007696012],"domain_scores_gemma":[0.9989624,0.00009901867,0.0004730043,0.00004491837,0.0001202668,0.0003003549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088748,0.00002474086,0.9972357,0.00001524723,0.00003712311,0.0001021983,0.00007085859,0.00002808982,0.0008410284,0.0000210687,0.00005912895,0.00145594],"study_design_scores_gemma":[0.000001052209,0.00002534887,0.9996156,0.00000758491,0.00001291776,0.0001007588,0.00005628083,0.00004312482,0.00006729359,0.00001163264,0.00005714925,0.000001223792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998615,0.0007388521,0.00007648114,0.00008250284,0.000005342129,0.000004762757,0.0001430796,0.000005378665,0.0003285379],"genre_scores_gemma":[0.9993728,0.0002706698,0.00009464992,0.00001525891,0.000004450091,0.000001947979,0.00009923863,0.000001277341,0.0001398685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07363696,"threshold_uncertainty_score":0.1464167,"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."}}