{"id":"W4377088514","doi":"10.1089/derm.2022.0096","title":"A Review of Dupilumab-Induced Adverse Events to Dermatologists and the Potential Pathogenesis in the Treatment of Atopic Dermatitis","year":2023,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; Dermatology; Adverse effect; Discontinuation; Psoriasis; Efalizumab; Secukinumab; MEDLINE; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002561821,0.0007582281,0.002536298,0.0105491,0.0005330332,0.001195438,0.001012689,0.001006052,0.00232764],"category_scores_gemma":[0.007465543,0.0004400277,0.002447515,0.01118577,0.0004555095,0.001446229,0.0006946953,0.0005882406,0.0002612698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363039,"about_ca_system_score_gemma":0.00437412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558311,"about_ca_topic_score_gemma":0.005964299,"domain_scores_codex":[0.9975907,0.0005078348,0.001260854,0.000158194,0.0004232925,0.00005928174],"domain_scores_gemma":[0.9906969,0.006271179,0.001716617,0.000105658,0.001069207,0.0001404831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001863587,0.00005109462,0.001687797,0.7569221,0.001827033,0.0008219692,0.0004530697,0.0001064146,0.0006261665,0.0005435424,0.00657533,0.2301992],"study_design_scores_gemma":[0.0001660874,0.0007427288,0.01937315,0.7085652,0.02639465,0.008856127,0.001088803,0.0001815559,0.0007564574,0.0007879773,0.2330054,0.00008191547],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006274277,0.9987478,0.00005105211,0.0001399485,0.00009298819,0.00003439523,0.0000740477,0.000002773362,0.0002294837],"genre_scores_gemma":[0.003158122,0.9961854,0.0001930949,0.0002043797,0.00007746882,0.00004189117,0.00007414189,9.568138e-7,0.00006453033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0105491,"threshold_uncertainty_score":0.01354837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196458971805091,"score_gpt":0.3376091170416246,"score_spread":0.2956445273235737,"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."}}