{"id":"W2091347173","doi":"10.1038/ajg.2014.357","title":"Treatment of IBD: Where We Are and Where We Are Going","year":2014,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Microbiome; Disease; Inflammatory bowel disease; Intensive care medicine; Dysbiosis; Immune system; Clinical trial; Immune dysregulation; Immunology; Bioinformatics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002227535,0.0003798625,0.002339351,0.0001122919,0.00006434801,0.00001289279,0.0003797772,0.0001290576,0.00001111121],"category_scores_gemma":[0.00001466329,0.0002282008,0.000516806,0.00006744342,0.0004658778,0.00000274354,0.0001031657,0.0002675056,0.000003959402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005195355,"about_ca_system_score_gemma":0.0001277971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311359,"about_ca_topic_score_gemma":0.0001730908,"domain_scores_codex":[0.9977704,0.0006807624,0.0007907907,0.0002740367,0.00009435631,0.0003897038],"domain_scores_gemma":[0.9959059,0.00004936018,0.003380379,0.0004150103,0.0001035937,0.000145723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003827744,0.0005342144,0.01361142,0.01255654,0.003225912,0.0001220658,0.0003549169,0.000009394679,0.001960927,0.000008213495,0.009548405,0.9542403],"study_design_scores_gemma":[0.0007435808,0.01716853,0.0004276984,0.0042761,0.0006920351,0.003285212,0.0003078699,6.434141e-7,0.00001109257,0.000004417167,0.9729522,0.0001305783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03287875,0.9647467,0.0001080629,0.001854578,0.0001548855,0.0001905146,0.00005389769,0.000002419351,0.00001020432],"genre_scores_gemma":[0.005960866,0.9929752,0.0002741913,0.0001632549,0.0004545,0.000006217248,0.000009428687,0.00004317962,0.0001131268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9634038,"threshold_uncertainty_score":0.930576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778935232535279,"score_gpt":0.3011240715161962,"score_spread":0.2833347191908435,"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."}}