{"id":"W4317388214","doi":"10.3389/fimmu.2023.1096323","title":"Virus induced dysbiosis promotes type 1 diabetes onset","year":2023,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Canada Research Chairs; Genome British Columbia","keywords":"Immunology; Microbiome; Biology; Type 1 diabetes; Coxsackievirus; Dysbiosis; NOD mice; Nod; Lachnospiraceae; Autoimmunity; Diabetes mellitus; Enterovirus; Gut flora; Immune system; Endocrinology; Virus; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001670773,0.0003515698,0.0002595116,0.0004279377,0.0002084374,0.0004795257,0.0001318653,0.0003606922,0.002619467],"category_scores_gemma":[0.0002771412,0.0001615393,0.0003002011,0.0002225345,0.0001735835,0.0001955234,0.0004460164,0.001063395,0.0003045134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267738,"about_ca_system_score_gemma":0.0001949711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003897753,"about_ca_topic_score_gemma":0.0004479523,"domain_scores_codex":[0.9998098,0.00004048567,0.00001328788,0.0000472821,0.00003690518,0.00005230583],"domain_scores_gemma":[0.9995753,0.00003189524,0.0001717314,0.000023582,0.00002570887,0.0001717813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004181736,0.0005995524,0.05694136,0.0002075292,0.00008276068,0.0007414867,0.0001157836,0.00009395012,0.9232833,0.0002386194,0.0003253048,0.01318844],"study_design_scores_gemma":[0.0001234103,0.003654448,0.8939376,0.00007344764,0.0001714118,0.002615106,0.000369895,0.001233437,0.09100855,0.0004205491,0.006364653,0.0000275196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967831,0.001331974,0.0003457578,0.0000914573,0.0000530515,0.0000143323,0.0001492136,0.00005087798,0.001180169],"genre_scores_gemma":[0.9960299,0.001374843,0.0005787148,0.00007960293,0.00003975907,0.00002088529,0.0002581913,0.00001663929,0.001601518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002619467,"threshold_uncertainty_score":0.008763015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007462192637876979,"score_gpt":0.2227170753222702,"score_spread":0.2152548826843932,"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."}}