{"id":"W4323350794","doi":"10.1093/jcag/gwac036.223","title":"A223 UNMASKED OR INDUCED COLITIS: COULD IT BE SECUKINUMAB?","year":2023,"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 British Columbia","funders":"","keywords":"Medicine; Secukinumab; Colonoscopy; Gastroenterology; Inflammatory bowel disease; Diarrhea; Internal medicine; Infliximab; Adalimumab; Ankylosing spondylitis; Anemia; Ascending colon; Microscopic colitis; Collagenous colitis; Colitis; Arthritis; Disease; Psoriatic arthritis; Colorectal cancer","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":[0.0009539333,0.0001055504,0.0004537534,0.0003772958,0.00009043503,0.0000149853,0.0002392266,0.0001855382,0.0003906594],"category_scores_gemma":[0.001275419,0.00008075272,0.0001891706,0.0003081882,0.00004668237,0.00005184411,0.00003906258,0.0004438659,0.00001352924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095117,"about_ca_system_score_gemma":0.001479717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00751013,"about_ca_topic_score_gemma":0.6237932,"domain_scores_codex":[0.9981866,0.0002460331,0.0006121616,0.00009953386,0.0004026004,0.0004530508],"domain_scores_gemma":[0.9979404,0.0001226297,0.0009174641,0.0001965582,0.0005076322,0.0003153521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00082999,0.00004235725,0.6881782,0.0000463349,0.0004588733,0.0001753783,0.0007942801,0.00001230514,0.002519384,0.00006994788,0.3067704,0.000102579],"study_design_scores_gemma":[0.003721905,0.001242636,0.9614804,0.0001508873,0.0001614685,0.0003958794,0.0003190372,0.00003064984,0.0002621243,0.00008202614,0.03210375,0.00004928041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959913,0.000002754246,0.000001450988,0.1024046,0.0009412009,0.0001848449,0.00007646519,0.00000775858,0.0003895554],"genre_scores_gemma":[0.9853204,0.00001904726,0.00005530643,0.009032404,0.0002272655,0.000003117879,0.000007478834,0.00001634855,0.005318665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6162831,"threshold_uncertainty_score":0.999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266377868134993,"score_gpt":0.2884870866218122,"score_spread":0.2618492998083129,"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."}}