{"id":"W4407338571","doi":"10.1016/j.jaci.2024.12.639","title":"Molecular Mimicry as Plausible Explanation of Dupilumab Facial Redness/Dupilumab Facial Dermatitis","year":2025,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dupilumab; Mimicry; Dermatology; Psychology; Atopic dermatitis; Medicine; Biology; Zoology","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":[0.0003963957,0.0003954996,0.0004358177,0.0006950211,0.0003873906,0.0006971366,0.0006347616,0.001270922,0.005328011],"category_scores_gemma":[0.000859574,0.0001779751,0.0006590729,0.0002961979,0.0006504463,0.0008434593,0.0004872881,0.001125188,0.0006637413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436009,"about_ca_system_score_gemma":0.0002255012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418509,"about_ca_topic_score_gemma":0.0002765613,"domain_scores_codex":[0.999571,0.0000841041,0.00003299015,0.00009597334,0.00007950205,0.0001363873],"domain_scores_gemma":[0.9997438,0.00006984722,0.00008615246,0.00004938232,0.00002448912,0.0000264524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.002652786,0.000624874,0.04208225,0.001237641,0.0003422878,0.3485176,0.00060745,0.002275936,0.4612063,0.04407887,0.006323668,0.09005024],"study_design_scores_gemma":[0.0003691877,0.001165057,0.03339881,0.0001451057,0.0004552594,0.7502937,0.0006611464,0.009820938,0.1475923,0.01551517,0.04050443,0.00007900539],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298046,0.02691621,0.009572396,0.004872196,0.0007385245,0.000280252,0.000363903,0.0003024173,0.0271495],"genre_scores_gemma":[0.9940975,0.001635081,0.001723193,0.0004430884,0.0001586982,0.00001977944,0.00008594937,0.000008255085,0.001828598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005328011,"threshold_uncertainty_score":0.01782393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447586981055125,"score_gpt":0.3275054622133414,"score_spread":0.3130295924027901,"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."}}