{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007035627,0.00007989091,0.0003608176,0.000162973,0.0001618538,0.000007423883,0.0001382366,0.00005141217,0.0001401414],"category_scores_gemma":[0.000379592,0.0000726056,0.00008944966,0.000101985,0.00006756497,0.00005035561,0.00006848132,0.0004675121,1.0475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343178,"about_ca_system_score_gemma":0.0005104482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01843412,"about_ca_topic_score_gemma":0.1023713,"domain_scores_codex":[0.9985389,0.0005724718,0.000332786,0.00008004232,0.0002703521,0.0002054843],"domain_scores_gemma":[0.9983414,0.00006986965,0.0009279868,0.000134056,0.0003156611,0.0002110135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00795411,0.0002557403,0.8680241,0.0001302068,0.0007369355,0.00005213084,0.002935435,0.00009367753,0.03276692,0.00006086703,0.08511072,0.001879191],"study_design_scores_gemma":[0.002688486,0.0009639821,0.9908861,0.00005220188,0.0001670116,0.0001216719,0.0001548865,0.00008416121,0.00170046,0.0001152846,0.003026741,0.00003904622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977136,0.00005705091,0.00001446951,0.0218121,0.0002058221,0.0001853429,0.0005138544,0.000001443857,0.00007391153],"genre_scores_gemma":[0.9976821,0.00002703367,0.00006299496,0.001410367,0.00002845386,0.000002543911,0.000007024909,0.000007854771,0.0007716497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122862,"threshold_uncertainty_score":0.9881022,"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."}}