{"id":"W4391339751","doi":"10.22541/au.170664669.98960899/v1","title":"Early-life cytomegalovirus infection is associated with changes in the intestinal microbiota and increased risk of atopy","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Alberta; University of Manitoba; BC Children's Hospital; University of Toronto; McMaster University","funders":"","keywords":"Atopy; Immunology; Hygiene hypothesis; Medicine; Cytomegalovirus; Gut flora; Microbiome; Population; Sensitization; Allergy; Biology; Environmental health; Herpesviridae; Viral disease; Virus; Bioinformatics","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":[0.0003159079,0.0003107358,0.0002433094,0.0004397968,0.0004665265,0.0006314887,0.0003363783,0.000484694,0.002016738],"category_scores_gemma":[0.001511246,0.0002070975,0.0003445865,0.0005369651,0.0003568259,0.0002164268,0.0003569247,0.0007031213,0.0001169418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000688,"about_ca_system_score_gemma":0.001144043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07844813,"about_ca_topic_score_gemma":0.08707964,"domain_scores_codex":[0.9997401,0.00003623232,0.00001021267,0.00006219051,0.0000663979,0.0000848151],"domain_scores_gemma":[0.9987664,0.0001153652,0.0005550191,0.00005720268,0.0001407035,0.0003652151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167836,0.00002751252,0.997463,0.00001438133,0.0000365452,0.00009067947,0.00007780719,0.0000267672,0.0007773491,0.0000190254,0.00005095076,0.001299285],"study_design_scores_gemma":[0.000001135149,0.00002547544,0.9996554,0.000006456342,0.0000125505,0.00008724171,0.00005571708,0.00004184598,0.00005438017,0.0000105304,0.00004805839,0.000001233443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987431,0.000652266,0.00006505592,0.00007317698,0.000005038148,0.00000454178,0.00013091,0.000004560782,0.0003213085],"genre_scores_gemma":[0.9994177,0.0002413978,0.00009423678,0.00001478624,0.000004509444,0.000001933095,0.00009341251,0.000001367271,0.0001307092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07844813,"threshold_uncertainty_score":0.155983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105211061465412,"score_gpt":0.3617951342570291,"score_spread":0.3207430236423749,"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."}}