{"id":"W4407288129","doi":"10.1093/jcag/gwae059.213","title":"A213 REDEFINING MILD-MODERATE ULCERATIVE COLITIS: PATIENTS WITH ENDOSCOPIC MAYO SCORE 1 AND ACTIVE HISTOLOGIC INFLAMMATION HAVE SIMILAR OUTCOMES TO PATIENTS WITH MAYO SCORE 2","year":2025,"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":"McMaster University","funders":"","keywords":"Ulcerative colitis; Medicine; Internal medicine; Gastroenterology; Inflammation; Surgery; Disease","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":[0.0007585417,0.0001618165,0.0006239024,0.0002189081,0.0002093656,0.0003972843,0.0001914058,0.000261364,0.002637227],"category_scores_gemma":[0.0005966358,0.00006540667,0.0007780449,0.0001751995,0.000248316,0.000244243,0.0002578921,0.0004006657,0.0002135082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785818,"about_ca_system_score_gemma":0.0003167973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036683,"about_ca_topic_score_gemma":0.001025921,"domain_scores_codex":[0.9995986,0.0001921814,0.0000303789,0.00007137692,0.00004377241,0.00006379225],"domain_scores_gemma":[0.9992189,0.0001663605,0.0001841838,0.00004961345,0.00003846142,0.0003424443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1502918,0.002517752,0.7889432,0.0003131438,0.001728826,0.0002924796,0.0001065908,0.0005335999,0.01652453,0.0002007889,0.0009415459,0.03760577],"study_design_scores_gemma":[0.002437143,0.04321859,0.9499614,0.00002625265,0.0006181082,0.0004409062,0.000130719,0.0006055549,0.0009881553,0.0001250339,0.001432178,0.00001602405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988788,0.0004931669,0.00005630879,0.00003207879,0.00001260295,0.00002180779,0.00008260155,0.000002923175,0.0004195873],"genre_scores_gemma":[0.9994695,0.00004347125,0.00005186128,0.00002726688,0.00001716466,0.00001214368,0.0001589251,6.165489e-7,0.0002190873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002637227,"threshold_uncertainty_score":0.008822441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007982138000925912,"score_gpt":0.2271357449341094,"score_spread":0.2191536069331835,"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."}}