{"id":"W2586149463","doi":"10.1093/ecco-jcc/jjx002.909","title":"P788 Microbiota related disease activity and distribution in subgroups of inflammatory bowel disease","year":2017,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysbiosis; Medicine; Internal medicine; Ulcerative colitis; Inflammatory bowel disease; Gastroenterology; Feces; Disease; Faecal calprotectin; Antibiotics; Gut flora; Microbiome; Calprotectin; Immunology; Biology; Microbiology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002358466,0.0001083915,0.0003108685,0.00007184401,0.0001046052,0.00005440541,0.00007895748,0.0000638087,0.00004141683],"category_scores_gemma":[0.0002958737,0.00009807271,0.00008064612,0.00003115711,0.0002568116,0.0002347029,0.00007600744,0.0002130723,5.306873e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008107649,"about_ca_system_score_gemma":0.0002443163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397655,"about_ca_topic_score_gemma":0.00006407442,"domain_scores_codex":[0.9991237,0.00004500741,0.0003810359,0.0001292492,0.000150528,0.0001704722],"domain_scores_gemma":[0.9987208,0.00003705475,0.0004502026,0.0002507555,0.0001325916,0.0004086116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01141503,0.0003419665,0.9663863,0.001002176,0.00009076094,0.002504428,0.0002675447,6.773479e-7,0.006509326,0.001114619,0.0008021154,0.009565083],"study_design_scores_gemma":[0.00238643,0.000121136,0.9942191,0.0007828817,0.0001158186,0.0001389211,0.00002269434,0.00004084847,0.0004860277,0.0005239222,0.001078885,0.00008339259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966141,0.001426461,0.00001443591,0.00140657,0.0001166351,0.0001913287,0.0001448584,0.000003395857,0.00008223903],"genre_scores_gemma":[0.9987531,0.0008966988,0.00001918504,0.00003340831,0.00007018169,0.000002094904,0.000006601496,0.000008486933,0.0002101849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783277,"threshold_uncertainty_score":0.3999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007605227670870256,"score_gpt":0.2579948386602568,"score_spread":0.2503896109893866,"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."}}