{"id":"W4213135544","doi":"10.1093/jcag/gwab049.159","title":"A160 MOLECULAR ANALYSIS OF THE INJURY-REPAIR RESPONSE IN ULCERATIVE COLITIS REVEALS HETEROGENEITY IN DISEASE ACTIVIT","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; Biopsy; Medicine; Colitis; Gastroenterology; Colonoscopy; Internal medicine; Inflammatory bowel disease; Fibrosis; Pathology; Colorectal cancer; Disease; Cancer","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":[0.00223328,0.00008709314,0.0005408344,0.0007486668,0.00006613111,0.000004439259,0.0002499032,0.00005274221,0.0001244461],"category_scores_gemma":[0.00139644,0.00007150978,0.0004495654,0.0007328094,0.00005911237,0.00003617685,0.00008746347,0.0004340652,1.326268e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004165229,"about_ca_system_score_gemma":0.0009940447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008617574,"about_ca_topic_score_gemma":0.5491034,"domain_scores_codex":[0.9957969,0.002756303,0.0006598333,0.000113917,0.000406285,0.0002668106],"domain_scores_gemma":[0.9981292,0.0001417063,0.001092991,0.0002742685,0.0001989561,0.0001628417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004773463,0.0000930724,0.98935,0.000009682881,0.0005946764,0.00006129793,0.000438194,0.001198719,0.00299178,0.00001595665,0.0004616476,0.00001151088],"study_design_scores_gemma":[0.001347309,0.0005245458,0.9969187,0.00003966725,0.0004125504,0.00001759818,0.00008664894,0.0001352283,0.0002121515,0.00004924577,0.0002288938,0.00002747834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983489,0.00001270471,0.000003880654,0.01570783,0.0001692049,0.0002599254,0.0003434865,0.000001213507,0.00001275092],"genre_scores_gemma":[0.9977277,0.000003522239,0.00002548403,0.002085397,0.00001352035,0.000009625994,0.000002870918,0.000007318767,0.0001245649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5404859,"threshold_uncertainty_score":0.9996576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007169961966976223,"score_gpt":0.2618354889630384,"score_spread":0.2546655269960622,"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."}}