{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005118745,0.0002383104,0.0008619047,0.0002925547,0.0001912161,0.0000150372,0.00003573565,0.0001018631,0.000008263914],"category_scores_gemma":[0.0000565065,0.0001656645,0.00008172422,0.0002417957,0.0003370816,0.00009145014,0.00002210935,0.00007478452,1.743448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001425167,"about_ca_system_score_gemma":0.0001126288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008699015,"about_ca_topic_score_gemma":0.00002409729,"domain_scores_codex":[0.9990609,0.0001114687,0.000221784,0.0003338291,0.00006321769,0.00020884],"domain_scores_gemma":[0.999184,0.0002851792,0.0000781499,0.0001630258,0.000128402,0.0001613192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02311215,0.00109504,0.9217677,0.0006770818,0.01589892,0.0003176727,0.002258155,0.00002967705,0.0003960632,0.0006543644,0.0008696016,0.0329236],"study_design_scores_gemma":[0.03640858,0.001242758,0.9298526,0.0004608428,0.008393546,0.0005470695,0.001755268,0.009336216,0.008008415,0.0003964799,0.003036707,0.0005614935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971024,0.02389169,0.001477703,0.002716054,0.00003511238,0.0006382396,0.0001550017,0.00003005269,0.00003213265],"genre_scores_gemma":[0.9959707,0.002436613,0.0004535089,0.0008402971,0.000006038302,0.0001372077,0.0000634898,0.000009095205,0.00008303462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03236211,"threshold_uncertainty_score":0.6755603,"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."}}