{"id":"W4282979791","doi":"10.3389/fmed.2022.887044","title":"Manipulation of Gut Microbiota as a Key Target for Crohn's Disease","year":2022,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Crohn's and Colitis Foundation; Crohn's and Colitis Foundation of America","keywords":"Dysbiosis; Biology; Gut flora; Microbiology; Microbiome; Human virome; Faecalibacterium prausnitzii; Immunology; Eubacterium; Synbiotics; Inflammatory bowel disease; Antibiotics; Fusobacterium; Firmicutes; Disease; Bacteroides; Probiotic; Bacteria; Medicine; Metagenomics; Genetics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003818398,0.0002922149,0.001184683,0.0002418499,0.00005989374,0.000003451715,0.0003144128,0.0002409879,0.0001589769],"category_scores_gemma":[0.000204241,0.0002533502,0.0002556138,0.0001870548,0.0001143503,0.000001764181,0.0001006366,0.0002024476,0.000001664586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009175144,"about_ca_system_score_gemma":0.0004614517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003243197,"about_ca_topic_score_gemma":0.00000476248,"domain_scores_codex":[0.9983511,0.0001269564,0.0006381504,0.0004787328,0.0001167984,0.0002882557],"domain_scores_gemma":[0.9990098,0.00002004186,0.0003690387,0.0004426731,0.00003804025,0.0001203787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005077599,0.0002365727,0.0002716866,0.04626347,0.0003951315,0.00005889522,0.0001642514,0.00001070378,0.001856731,0.0001271674,0.5742343,0.3758734],"study_design_scores_gemma":[0.0006484222,0.0002810526,0.0001469024,0.001789178,0.0002979751,0.000008892457,0.0000490415,0.000005773587,0.000005627177,0.0001123291,0.9964403,0.0002145393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006503607,0.9949203,0.001791501,0.0001242297,0.001307971,0.001330085,0.0002471084,0.000005624033,0.0002081888],"genre_scores_gemma":[0.00003044189,0.9877179,0.003927028,0.0001979309,0.0004174818,0.0001528332,0.006113212,0.0000570736,0.001386089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.422206,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174877160124202,"score_gpt":0.3357344350578582,"score_spread":0.3039856634566162,"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."}}