{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002363255,0.0001655017,0.0001908889,0.0007433178,0.0001997701,0.0004136967,0.00009986716,0.0002173077,0.001653414],"category_scores_gemma":[0.0003181566,0.00009613705,0.0001798933,0.0006850104,0.0002384619,0.0001420866,0.0002417403,0.0002812597,0.0002834107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603873,"about_ca_system_score_gemma":0.0001291971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006306589,"about_ca_topic_score_gemma":0.0009910398,"domain_scores_codex":[0.9997903,0.00003099365,0.00001222675,0.00006842866,0.00005643897,0.00004163061],"domain_scores_gemma":[0.9998044,0.00005698522,0.00005875999,0.00002189565,0.00002742273,0.00003057139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003698504,0.00004219341,0.08024506,0.00005756353,0.00004229647,0.00009004583,0.00007937799,0.0001911477,0.9119752,0.00009279334,0.0001028854,0.006711637],"study_design_scores_gemma":[0.000006243155,0.0002215394,0.9600112,0.000005107683,0.00003081024,0.0004501529,0.000110137,0.0009500757,0.03724051,0.0001215663,0.0008475838,0.000005148676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971828,0.000440805,0.001336989,0.0000359869,0.000003099585,0.000008944055,0.0005771657,0.00002281441,0.0003914328],"genre_scores_gemma":[0.9964573,0.0001937387,0.001688744,0.00002848153,0.00000867118,0.00002277354,0.001007756,0.000005391827,0.0005871214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001653414,"threshold_uncertainty_score":0.005531192,"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."}}