{"id":"W4415655316","doi":"10.1177/17103568251386871","title":"Facial Rash Events in Dupilumab Phase 3 Atopic Dermatitis Trials: A Pooled Analysis","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Rash; Atopic dermatitis; Erythema; Adverse effect; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02546097,0.001814632,0.008624158,0.003782921,0.0002713155,0.002435613,0.001029712,0.001058286,0.003141478],"category_scores_gemma":[0.03767495,0.0008791676,0.02460823,0.005268231,0.0004097862,0.001330033,0.001572071,0.001150069,0.0003263312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938015,"about_ca_system_score_gemma":0.001188127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328552,"about_ca_topic_score_gemma":0.002543095,"domain_scores_codex":[0.9605917,0.02234263,0.008982241,0.004037499,0.003471533,0.0005744266],"domain_scores_gemma":[0.9602038,0.02403299,0.01098298,0.00193905,0.00242067,0.0004205109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02470508,0.00004860159,0.0306277,0.04570482,0.8739375,0.0001298732,0.00007004358,0.001028017,0.000558986,0.0001619622,0.002641602,0.02038577],"study_design_scores_gemma":[0.009892225,0.00134936,0.08283605,0.005103253,0.892718,0.0003724975,0.00008771157,0.001078628,0.0005142196,0.0006313198,0.005341251,0.00007559596],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.120118,0.8473939,0.005438941,0.00069168,0.0004739396,0.001491794,0.02159242,0.0002189472,0.002580318],"genre_scores_gemma":[0.8813536,0.09576245,0.004778681,0.001250249,0.0005622259,0.003076722,0.01220551,0.0001399551,0.0008706996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913759,"threshold_uncertainty_score":0.1346521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209228632648491,"score_gpt":0.3393145582788422,"score_spread":0.3183916950139931,"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."}}