{"id":"W2810599150","doi":"10.1371/journal.pone.0198757","title":"Dysbiosis of oral microbiota and its association with salivary immunological biomarkers in autoimmune liver disease","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Veillonella; Dysbiosis; Immunology; Saliva; Gut flora; Microbiome; Autoimmune hepatitis; Biology; Population; Medicine; Streptococcus; Internal medicine; Hepatitis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854374,0.0003028775,0.0004011918,0.0009108342,0.0003492802,0.0005806792,0.0001139273,0.0003051868,0.0007776634],"category_scores_gemma":[0.0007996022,0.0001844848,0.0001945371,0.0006725778,0.0002603207,0.0002288629,0.0004155581,0.0002477863,0.0001162324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931459,"about_ca_system_score_gemma":0.0001135379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117293,"about_ca_topic_score_gemma":0.001029316,"domain_scores_codex":[0.999759,0.0000653756,0.00003986532,0.00004444063,0.00005278065,0.00003852223],"domain_scores_gemma":[0.9996272,0.00005462105,0.0001852775,0.00001890739,0.00004406548,0.00006979107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007962029,0.00007482456,0.9830778,0.00005179146,0.00008122431,0.0003967058,0.0001738128,0.00004875288,0.008101691,0.00002414193,0.00005890671,0.007114135],"study_design_scores_gemma":[0.000006299598,0.0001346939,0.9982721,0.00000850074,0.00003082535,0.0007913876,0.0001701861,0.000146107,0.0002980408,0.00002499224,0.000114342,0.000002588557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986993,0.0009610007,0.00005703896,0.00001846455,0.00000417209,0.000003811389,0.0000317413,0.00000226147,0.0002221457],"genre_scores_gemma":[0.999552,0.0002348769,0.00008542121,0.0000107619,0.000006835473,0.000002716231,0.00004046882,8.527771e-7,0.0000660853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117293,"threshold_uncertainty_score":0.002601564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348197810669949,"score_gpt":0.2279344068088873,"score_spread":0.1944524287021878,"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."}}