{"id":"W4407285071","doi":"10.1093/jcag/gwae059.091","title":"A91 OUTCOMES OF PATIENTS WITH PRIOR BIOLOGIC INTOLERANCE ARE BETTER THAN THOSE WITH BIOLOGIC FAILURE IN CLINICAL TRIALS OF INFLAMMATORY BOWEL DISEASE","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":"Western University; McMaster University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Disease; Clinical trial; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002221016,0.000127725,0.001109586,0.0003371666,0.00002609487,0.000004121834,0.000228774,0.0001564369,0.00002453062],"category_scores_gemma":[0.003200621,0.00007188623,0.0002546799,0.0001321315,0.000176644,0.0000432599,0.00003309368,0.0003609688,2.167363e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629251,"about_ca_system_score_gemma":0.0007631281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006406766,"about_ca_topic_score_gemma":0.1781632,"domain_scores_codex":[0.9968067,0.00107316,0.00153979,0.0001270213,0.000213924,0.0002394205],"domain_scores_gemma":[0.9951429,0.0003723066,0.00357818,0.0002230436,0.0005312833,0.0001522777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002448152,0.0001470195,0.9960257,0.00007252146,0.0003826028,0.00001002531,0.0000642419,0.00001511181,0.00005151986,0.00000967542,0.0006519384,0.0001214666],"study_design_scores_gemma":[0.006234281,0.001083811,0.9916399,0.0005088976,0.0002037764,0.000001774738,0.00005083413,0.000003096064,0.00002307616,0.00005079065,0.0001664041,0.0000334293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842159,0.00002716768,0.00001430516,0.0149162,0.000222123,0.0004272135,0.0001662435,0.00000171797,0.000009138713],"genre_scores_gemma":[0.9979115,0.00001341148,0.0002645957,0.001692732,0.00003444664,0.000004391457,0.000007364044,0.000006030248,0.00006557583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1775225,"threshold_uncertainty_score":0.8368332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584187250219701,"score_gpt":0.2993564354272858,"score_spread":0.2835145629250888,"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."}}