{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00197353,0.000659544,0.002865098,0.0007014968,0.0002457119,0.00004452133,0.0008538623,0.0002994631,0.0002226045],"category_scores_gemma":[0.00414283,0.0004008715,0.000247123,0.001187208,0.001261206,0.0001981195,0.0002289378,0.001473232,0.000005121117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121288,"about_ca_system_score_gemma":0.0007545677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317742,"about_ca_topic_score_gemma":0.01138531,"domain_scores_codex":[0.9915422,0.003030705,0.003256082,0.0005556638,0.0009877816,0.000627524],"domain_scores_gemma":[0.9818752,0.01462011,0.001626984,0.001091554,0.000440166,0.0003459889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009646917,0.0006049924,0.9308883,0.001355902,0.002397706,0.01975624,0.007268847,0.002008481,0.0003110702,0.0001233579,0.02100451,0.004633693],"study_design_scores_gemma":[0.01072813,0.0004212745,0.9375519,0.03280076,0.002492802,0.004091599,0.003320518,0.0008259222,0.001145747,0.005729587,0.0005802713,0.0003114731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345564,0.05035655,0.0001724257,0.009884038,0.0009941455,0.001169634,0.000315752,0.00001180175,0.002539222],"genre_scores_gemma":[0.9830379,0.01455522,0.00008134174,0.001552426,0.0004020253,0.00001511489,0.00009179716,0.00003386826,0.0002302583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04848152,"threshold_uncertainty_score":0.9998443,"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."}}