{"id":"W2966898214","doi":"10.1136/gutjnl-2019-iddfabstracts.5","title":"IDDF2019-ABS-0299 Gut microbiome diversity and specific microbial genera correlate with the severity of non-alcoholic liver disease in indonesia","year":2019,"lang":"en","type":"article","venue":"","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Medical Research Fund; China Postdoctoral Science Foundation; Chinese University of Hong Kong; University Grants Committee; Terry Fox Foundation; Li Ka Shing Foundation","keywords":"Steatosis; Firmicutes; Gastroenterology; Internal medicine; Fatty liver; Fibrosis; Medicine; Transient elastography; Biology; Disease; 16S ribosomal RNA; Liver fibrosis; Bacteria","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":[0.0008081713,0.0002473437,0.0003699201,0.0008309108,0.0004274652,0.001129155,0.0003429496,0.0006410344,0.06338389],"category_scores_gemma":[0.0008112132,0.0001574375,0.0004591741,0.0006180289,0.0002456954,0.0003691127,0.0007824871,0.000491638,0.01366219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267958,"about_ca_system_score_gemma":0.0008909213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765927,"about_ca_topic_score_gemma":0.003456947,"domain_scores_codex":[0.9996866,0.00007625737,0.0000503165,0.00006333798,0.00006614989,0.00005743618],"domain_scores_gemma":[0.9993808,0.00006465767,0.0001418958,0.00005932993,0.000179673,0.0001736091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002242437,0.001304427,0.7082619,0.001034492,0.0001581736,0.001350946,0.0003325434,0.0001538112,0.01294298,0.0005721949,0.05954475,0.2121013],"study_design_scores_gemma":[0.0001395102,0.0006481765,0.9306992,0.0005456575,0.0001154267,0.002452989,0.0006270203,0.0004660555,0.001948902,0.0004002725,0.06193069,0.00002602622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493144,0.009484747,0.003013889,0.009295576,0.002759651,0.0006751695,0.04345442,0.0006580412,0.08134402],"genre_scores_gemma":[0.8601699,0.005718922,0.007068091,0.003827656,0.001227195,0.000562388,0.03991331,0.0002684051,0.08124409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06338389,"threshold_uncertainty_score":0.2120402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009684679331438836,"score_gpt":0.2033917477070153,"score_spread":0.1937070683755765,"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."}}