{"id":"W4213112017","doi":"10.1093/jcag/gwab049.056","title":"A57 ULCERATIVE COLITIS DISEASE ACTIVITY IS DOMINATED BY INNATE IMMUNITY AND FEATURES OF TISSUE REMODELING","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Ulcerative colitis; Inflammasome; Population; Innate immune system; Immunology; Medicine; Microarray; Biology; Gene expression; Disease; Internal medicine; Gene; Immune system; Inflammation; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002002732,0.0002568166,0.0004001266,0.0006868587,0.000285896,0.0004866755,0.000119368,0.0001873846,0.004925721],"category_scores_gemma":[0.0003454899,0.000099799,0.000190211,0.0008619484,0.0002799685,0.0001622982,0.0002745081,0.0002092457,0.000586974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485342,"about_ca_system_score_gemma":0.0001272444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007787454,"about_ca_topic_score_gemma":0.0009825316,"domain_scores_codex":[0.9998112,0.00002480665,0.00001713182,0.00005995511,0.00005494581,0.00003190533],"domain_scores_gemma":[0.9997277,0.00003883204,0.0001172094,0.00002408824,0.00003235611,0.00005995262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001767685,0.0001203736,0.6852009,0.0002002908,0.0001343751,0.0007448399,0.0001806586,0.0001551364,0.2846432,0.0001740435,0.0005293516,0.02614897],"study_design_scores_gemma":[0.000006610882,0.0001291594,0.9961666,0.000008901558,0.00002282577,0.0008802213,0.0000552884,0.0001091449,0.001760981,0.00006419104,0.0007933438,0.000002512105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965598,0.0009441407,0.0004084235,0.00004008014,0.000006475254,0.0000109768,0.000607601,0.00002640655,0.00139614],"genre_scores_gemma":[0.9977849,0.0003064993,0.0004043845,0.00003168575,0.00001552672,0.00001161382,0.0007343023,0.000006668491,0.0007044221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004925721,"threshold_uncertainty_score":0.01647818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00615430256314424,"score_gpt":0.2468302959760553,"score_spread":0.2406759934129111,"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."}}