{"id":"W4284992148","doi":"10.1101/2022.07.08.499212","title":"Virus Infection Causes Dysbiosis to Promote Type 1 Diabetes Onset","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coxsackievirus; Microbiome; Immunology; Nod; Type 1 diabetes; Biology; Dysbiosis; NOD mice; Autoimmunity; Enterovirus; Diabetes mellitus; Immune system; Gut flora; Virus; Endocrinology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001614893,0.0002602095,0.0001985455,0.0002897907,0.0001669986,0.0003292538,0.0001154228,0.0003195605,0.002946383],"category_scores_gemma":[0.0001826663,0.0001509073,0.0002892213,0.0001403789,0.0001777107,0.0001370658,0.000406874,0.0007579167,0.0007587962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293391,"about_ca_system_score_gemma":0.0001729016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436866,"about_ca_topic_score_gemma":0.0003352728,"domain_scores_codex":[0.9998241,0.00003737829,0.00001014914,0.00004008721,0.00003708459,0.00005122717],"domain_scores_gemma":[0.9998249,0.0000235786,0.0000435901,0.00002054075,0.00001090191,0.00007644239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000459642,0.00009751593,0.00272647,0.00003501022,0.00001015168,0.0001749997,0.00002048733,0.00005377407,0.9940382,0.0001521021,0.0001937655,0.002037748],"study_design_scores_gemma":[0.0001365507,0.001349291,0.1426495,0.00004883315,0.00004108698,0.002380038,0.0002064295,0.002893901,0.8414904,0.0006757973,0.008110879,0.00001730251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939256,0.0009885858,0.001512491,0.0001912435,0.0001230112,0.00002264415,0.0004376587,0.00009671399,0.002702092],"genre_scores_gemma":[0.9933909,0.0006066959,0.001828483,0.0001315116,0.00003824169,0.00003285817,0.0004824436,0.00004168472,0.00344725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002946383,"threshold_uncertainty_score":0.009856641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0085808161619436,"score_gpt":0.2218412542127267,"score_spread":0.2132604380507831,"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."}}