{"id":"W7116677603","doi":"10.58931/cibdt.2025.3348","title":"Is IL-23 the Winner? Lessons from Inflammatory Bowel Disease (IBD) and Psoriasis (PsO)","year":2025,"lang":"","type":"article","venue":"Canadian IBD Today","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Inflammatory bowel disease; Psoriasis; Ulcerative colitis; Disease; Crohn's disease; Inflammatory Bowel Diseases; Clinical trial; Pathogenesis","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003406235,0.0007640882,0.0006482227,0.0004980816,0.00186782,0.0001872543,0.000781953,0.0008770237,0.003172565],"category_scores_gemma":[0.0001893393,0.000654354,0.0003796473,0.000440755,0.0009122511,0.0001852942,0.0001987725,0.0005791321,0.001064436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737107,"about_ca_system_score_gemma":0.002734318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07051594,"about_ca_topic_score_gemma":0.189716,"domain_scores_codex":[0.9961089,0.0006863734,0.0006443196,0.001140825,0.0000883634,0.001331148],"domain_scores_gemma":[0.9969838,0.0005781053,0.0001981903,0.001410701,0.0001298283,0.0006993564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001311865,0.0003227723,0.2756716,0.0002597958,0.009595701,0.0009168205,0.01032226,0.00001354172,0.003074469,0.01883537,0.3952702,0.2844056],"study_design_scores_gemma":[0.002485839,0.00005816786,0.4344289,0.0002689114,0.002017382,0.000008395679,0.0009800531,0.0000201067,0.00183444,0.002438153,0.5547833,0.0006763032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8161738,0.1051174,0.0000182085,0.04989427,0.008102584,0.001205646,0.01233409,0.00008900608,0.007065058],"genre_scores_gemma":[0.9479179,0.005216249,0.00001606994,0.005268912,0.0003956975,0.0001609426,0.0005173195,0.00005954571,0.04044736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2837293,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321583376712472,"score_gpt":0.2325306366441286,"score_spread":0.2193148028770039,"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."}}