{"id":"W4412395244","doi":"10.1007/s13555-025-01485-0","title":"Achieving Optimal Treatment Targets and Minimal Disease Activity with Upadacitinib for Moderate-to-Severe Atopic Dermatitis: Integrated Analysis of Phase 3 Studies (Measure Up 1 and 2)","year":2025,"lang":"en","type":"article","venue":"Dermatology and Therapy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Probity Medical Research; SKiN Health; Queen's University","funders":"AbbVie","keywords":"Atopic dermatitis; Measure (data warehouse); Medicine; Dermatology; Computer science; Data mining","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":[0.01039181,0.0009290092,0.003037092,0.0005375151,0.0003167934,0.002082092,0.0006560639,0.0007426717,0.001619506],"category_scores_gemma":[0.004015452,0.0004765338,0.005698459,0.0006209896,0.0004604926,0.0008585291,0.0007918827,0.002699447,0.0002196472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158513,"about_ca_system_score_gemma":0.0019549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259808,"about_ca_topic_score_gemma":0.002087195,"domain_scores_codex":[0.9956492,0.002865847,0.0002597589,0.0002853008,0.0005746862,0.0003652357],"domain_scores_gemma":[0.9976667,0.0006811886,0.0009034061,0.0002218084,0.0002058859,0.0003210773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6083279,0.01095191,0.04969816,0.007098594,0.02593525,0.0001727964,0.0004629904,0.00783285,0.02143337,0.001529797,0.006603644,0.2599528],"study_design_scores_gemma":[0.3938285,0.2891703,0.2252635,0.001536765,0.04026038,0.0009046864,0.0002469115,0.01020015,0.01583437,0.002747351,0.01973181,0.0002752814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460429,0.03568919,0.003622828,0.001010581,0.0001498537,0.005495578,0.003092449,0.0001736069,0.004722891],"genre_scores_gemma":[0.9857991,0.004035345,0.00433261,0.000733336,0.0001026646,0.002593093,0.001867921,0.00003609306,0.0004997813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039181,"threshold_uncertainty_score":0.05495781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678635831070938,"score_gpt":0.3347314174133577,"score_spread":0.3079450591026484,"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."}}