{"id":"W2587002515","doi":"10.1159/000449078","title":"Improvement of a ‘Leaky' Intestinal Barrier","year":2017,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mucus; Defensin; Ulcerative colitis; Medicine; Colitis; Microbiology; Immunology; Crohn's disease; Goblet cell; Disease; Biology; Internal medicine; Pathology; Epithelium; Antimicrobial","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008466877,0.0004821273,0.0008358842,0.00008453094,0.0001124934,0.00004039457,0.000620597,0.0002042957,0.00005633484],"category_scores_gemma":[0.0009972143,0.0004139815,0.0008340001,0.00003692488,0.0003201727,0.00000539088,0.0003614329,0.0001231906,0.00004119413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003695378,"about_ca_system_score_gemma":0.001028979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006479776,"about_ca_topic_score_gemma":0.000002278962,"domain_scores_codex":[0.9983388,0.00008590961,0.0004770902,0.0005832823,0.0002080055,0.0003068723],"domain_scores_gemma":[0.9977718,0.00003086124,0.0006663273,0.001028191,0.000215672,0.0002871697],"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":[0.0001561654,0.0002663511,0.002792497,0.01257652,0.0006048353,0.000186671,0.000008396998,0.000001114447,0.0001226735,0.00009259337,0.001670876,0.9815213],"study_design_scores_gemma":[0.0002849794,0.0001991008,0.006369276,0.004616747,0.001368184,0.000007236347,0.00001185075,8.270303e-7,0.0000947226,0.00002126128,0.9864581,0.0005677342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001316898,0.9948629,0.00001891837,0.000001895169,0.0001883152,0.0007676765,0.001834162,0.00001623646,0.0009930125],"genre_scores_gemma":[0.001503557,0.9949662,0.00003133995,0.0000277818,0.000354305,0.0003232459,0.00148026,0.00007932973,0.00123398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847872,"threshold_uncertainty_score":0.9998312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976730285537744,"score_gpt":0.3305575342989888,"score_spread":0.3007902314436113,"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."}}