{"id":"W4407285784","doi":"10.1093/jcag/gwae059.171","title":"A171 IL-23 RECEPTOR VARIANT PREDICTS ANTI-TNFα INDUCED PARADOXICAL PSORIASIS IN INFLAMMATORY BOWEL DISEASE","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psoriasis; Inflammatory bowel disease; Medicine; Disease; Tumor necrosis factor alpha; Dermatology; Immunology; Internal medicine; Gastroenterology","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":[0.0002469297,0.0002421492,0.0002394571,0.0005648287,0.0004398327,0.000577054,0.0003234402,0.0003323957,0.003246574],"category_scores_gemma":[0.001228673,0.0002083327,0.0002898495,0.0007152406,0.0002973928,0.0002394593,0.0002747146,0.000388256,0.0003639013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118925,"about_ca_system_score_gemma":0.00042138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271712,"about_ca_topic_score_gemma":0.0134947,"domain_scores_codex":[0.9997166,0.00006020319,0.0000362483,0.00006774555,0.0000574647,0.00006174429],"domain_scores_gemma":[0.9988384,0.0001390678,0.000559197,0.00005093244,0.0001188539,0.0002936552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000849594,0.000008982238,0.9985675,0.000005542786,0.00001012884,0.0004321587,0.00002095969,0.00001598445,0.0003950425,0.000006432891,0.00006340189,0.0003889179],"study_design_scores_gemma":[0.000008061387,0.00005293398,0.9969302,0.000006999267,0.00001483447,0.002507942,0.00009726963,0.000121188,0.00009907201,0.00001362332,0.0001458257,0.000002130718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990529,0.0002488169,0.00004272714,0.00004393906,0.000004602524,0.000003964326,0.0001394958,0.000002512147,0.0004608968],"genre_scores_gemma":[0.9997477,0.00004493418,0.00002674962,0.0000103136,0.000004223952,0.000001317379,0.00008054415,9.134345e-7,0.00008348042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271712,"threshold_uncertainty_score":0.0252862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085166736658284,"score_gpt":0.2324039642260671,"score_spread":0.2253187974894088,"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."}}