{"id":"W2164373429","doi":"10.3748/wjg.v16.i21.2616","title":"Mucosal biomarkers in inflammatory bowel disease: Key pathogenic players or disease predictors?","year":2010,"lang":"en","type":"review","venue":"World Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inflammatory bowel disease; Ulcerative colitis; Medicine; Disease; Immunology; Crohn's disease; Pathogenesis; Immune system; Etiology; Chemokine; Bioinformatics; Internal medicine; Biology","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":[0.002205791,0.001031906,0.001635446,0.002150185,0.0002289878,0.002755598,0.0005971034,0.001314791,0.001980762],"category_scores_gemma":[0.003441172,0.0002560296,0.0004580262,0.002662432,0.001274607,0.00273664,0.0007179049,0.001935451,0.0009583092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005495666,"about_ca_system_score_gemma":0.0009038571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007106795,"about_ca_topic_score_gemma":0.000590292,"domain_scores_codex":[0.9989594,0.0005011011,0.0001494955,0.0001359721,0.0001938475,0.00006016339],"domain_scores_gemma":[0.9981358,0.001012589,0.0003725759,0.0000640334,0.000312879,0.0001021007],"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":[0.001141608,0.0001709736,0.06303654,0.01595542,0.0006998876,0.001658928,0.0005230708,0.0008632106,0.007435601,0.02031123,0.02168786,0.8665156],"study_design_scores_gemma":[0.0001535313,0.001834594,0.1320695,0.01671202,0.002910831,0.02002792,0.00259552,0.00356736,0.006747012,0.07264488,0.7404055,0.0003312705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003017228,0.9868343,0.002264186,0.005684005,0.0008901663,0.00001274857,0.0001222129,0.00002702724,0.001148122],"genre_scores_gemma":[0.07334677,0.9089993,0.006162265,0.002641887,0.006399805,0.00004975079,0.0002650759,0.00002747217,0.002107712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002755598,"threshold_uncertainty_score":0.01166546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035723778343732,"score_gpt":0.2630738287155522,"score_spread":0.2527165909321148,"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."}}