{"id":"W2794553195","doi":"10.15324/kjcls.2018.50.1.11","title":"Gut Microbiome and Gastrointestinal Diseases","year":2018,"lang":"en","type":"article","venue":"Korean Journal of Clinical Laboratory Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Education, British Columbia; Yonsei University; National Research Foundation","keywords":"Microbiome; Irritable bowel syndrome; Gut microbiome; Inflammatory bowel disease; Gut flora; Intestinal Microbiome; Ulcerative colitis; Medicine; Colitis; Colorectal cancer; Dysbiosis; Biology; Inflammatory Bowel Diseases; Immunology; Bioinformatics; Cancer; Gastroenterology; Disease; Internal medicine","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":[0.0002664514,0.0002327436,0.0002364756,0.0005828625,0.0003209757,0.001054992,0.0001218245,0.000452555,0.002807533],"category_scores_gemma":[0.0007062753,0.0001169394,0.0001945906,0.0005319209,0.0002465227,0.0005042367,0.0006048537,0.0004202156,0.0003356026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538036,"about_ca_system_score_gemma":0.0004931763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101322,"about_ca_topic_score_gemma":0.001645389,"domain_scores_codex":[0.9998263,0.00005540516,0.00001910689,0.00003549899,0.00002964977,0.00003413442],"domain_scores_gemma":[0.9998251,0.00001721552,0.00007147218,0.000008346185,0.00003087875,0.00004705709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002389425,0.0004543823,0.6655884,0.001889814,0.0006385082,0.003042126,0.001067065,0.0002547178,0.05439821,0.009080387,0.01108169,0.2501152],"study_design_scores_gemma":[0.00004721932,0.0003107856,0.9440845,0.0004742247,0.0002651343,0.003107206,0.001374998,0.0003431276,0.002078882,0.003862484,0.04402135,0.00003013506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7558843,0.2171738,0.0009145179,0.00939097,0.0011417,0.00003457348,0.001052045,0.00003499567,0.01437312],"genre_scores_gemma":[0.9504587,0.04109063,0.001179126,0.001195904,0.0005051268,0.00003139563,0.0004311612,0.000009635381,0.005098267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002807533,"threshold_uncertainty_score":0.009392142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967115871088063,"score_gpt":0.3644188847584606,"score_spread":0.3447477260475799,"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."}}