{"id":"W4416084832","doi":"10.25251/apx36v88","title":"Real-World Effectiveness of Upadacitinib in Moderate-to-Severe Atopic Dermatitis: Results from Longitudinal Analyses in 6- and 12-month Cohorts From the PPD CorEvitas Atopic Dermatitis Registry","year":2025,"lang":"","type":"article","venue":"SKIN The Journal of Cutaneous Medicine","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; Queen's University","funders":"","keywords":"Eczema Area and Severity Index; Atopic dermatitis; Quality of life (healthcare); Clinical trial; Adverse effect; Rating scale","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":[0.0103723,0.0004624477,0.0009965721,0.0007775894,0.0005794413,0.001484882,0.0008254109,0.0006124008,0.001088944],"category_scores_gemma":[0.01472522,0.0003825354,0.001900827,0.001679262,0.0003545261,0.0008996371,0.001000207,0.001111169,0.0004647668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007982137,"about_ca_system_score_gemma":0.0009598945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00588176,"about_ca_topic_score_gemma":0.008113484,"domain_scores_codex":[0.9934669,0.002734352,0.0008754042,0.001285841,0.001214435,0.0004231345],"domain_scores_gemma":[0.9798696,0.003685277,0.009574118,0.0030114,0.002807373,0.001052269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007454847,0.0004002588,0.9792973,0.0001931622,0.002984307,0.00007661065,0.0001228422,0.000341069,0.0002411242,0.00006810189,0.001843267,0.006977126],"study_design_scores_gemma":[0.0005964335,0.001462293,0.9932268,0.00006584929,0.001709632,0.0002774909,0.0001041904,0.0004310606,0.0002207019,0.00004817996,0.00182506,0.0000322928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848661,0.002076326,0.0003573538,0.0001554306,0.00003136601,0.0001380453,0.01151082,0.00002183482,0.0008427689],"genre_scores_gemma":[0.9788291,0.0006685873,0.0005512147,0.000149404,0.00006580301,0.0002285982,0.01913652,0.00001767885,0.0003530106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103723,"threshold_uncertainty_score":0.05485457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170036496263076,"score_gpt":0.3150602236048239,"score_spread":0.2933598586421931,"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."}}