{"id":"W4247937372","doi":"10.1093/jcag/gwy009.276","title":"A276 CHARACTERIZING MICROBIOTA COMPOSITION AND FUNCTION THAT PRECEDE DEVELOPMENT OF CLINICALLY RELEVANT INFLAMMATION IN UC PATIENTS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Population Health Research Institute; McMaster University","funders":"","keywords":"Firmicutes; Lachnospiraceae; Bacteroidetes; Biology; Eubacterium; Feces; Bacteroides; Microbiome; Metagenomics; Gut flora; Ulcerative colitis; Roseburia; Fusobacteria; Microbiology; Immunology; Internal medicine; Bacteria; Medicine; Genetics; 16S ribosomal RNA; Disease","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":[0.0001684964,0.0002652386,0.0004235604,0.0008902157,0.000411173,0.0004759879,0.0001283239,0.0004438569,0.001641404],"category_scores_gemma":[0.0006877473,0.0001746392,0.0003321879,0.0006707672,0.0001260795,0.0002372975,0.0003115676,0.0003217944,0.000438534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901448,"about_ca_system_score_gemma":0.0001595208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132953,"about_ca_topic_score_gemma":0.001435442,"domain_scores_codex":[0.9998325,0.00003083943,0.0000218431,0.00004442792,0.0000292368,0.000041225],"domain_scores_gemma":[0.9995984,0.00005291307,0.0001274987,0.00001851111,0.0000650884,0.0001375848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384784,0.0001283621,0.9732232,0.00005850026,0.00005226515,0.0009440357,0.0001897116,0.00006023885,0.0163343,0.00002510265,0.0002799619,0.007319454],"study_design_scores_gemma":[0.000006371808,0.0004731939,0.9969896,0.000009969926,0.00002135218,0.0009823303,0.0002291601,0.0001444947,0.0006545716,0.00001850649,0.0004658388,0.000004460474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983473,0.0006539554,0.0001234262,0.00002180656,0.000007563837,0.00001332195,0.000324759,0.000006869104,0.0005008671],"genre_scores_gemma":[0.9982602,0.0002172324,0.0002807111,0.00003368143,0.00001260848,0.00001422993,0.0007904297,0.000004231172,0.0003866686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641404,"threshold_uncertainty_score":0.005491018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008018963878469556,"score_gpt":0.226755095141022,"score_spread":0.2187361312625524,"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."}}