{"id":"W4410800724","doi":"10.1089/derm.2025.0038","title":"Joint Pain and Inflammatory Arthropathy after Dupilumab Use in Atopic Dermatitis: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dupilumab; Atopic dermatitis; Dermatology; Meta-analysis; Joint pain; Arthropathy; Osteoarthritis; Physical therapy; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01293651,0.002656464,0.0172024,0.007590398,0.0007297665,0.003162261,0.001959064,0.002094591,0.00324578],"category_scores_gemma":[0.02778073,0.001664528,0.04138723,0.007749436,0.0007489678,0.00166942,0.001700963,0.001835718,0.0002502061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276168,"about_ca_system_score_gemma":0.003973194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006633727,"about_ca_topic_score_gemma":0.01563414,"domain_scores_codex":[0.9889782,0.004824424,0.003363567,0.001107912,0.001402103,0.0003237688],"domain_scores_gemma":[0.9797912,0.01359657,0.00386791,0.0006036217,0.001874188,0.0002664024],"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":[0.001204826,0.00002626383,0.006941186,0.422089,0.5610784,0.0001668325,0.00008897903,0.0003381263,0.0002013913,0.00008574585,0.0004888977,0.007290445],"study_design_scores_gemma":[0.0003204866,0.0001373132,0.005134179,0.02568915,0.9672752,0.0001318644,0.00004618906,0.0001706667,0.0001036077,0.00009725103,0.0008705949,0.00002354189],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005160992,0.9934611,0.0003164272,0.0001347556,0.00009841366,0.0002188765,0.0004284772,0.00001487296,0.0001661324],"genre_scores_gemma":[0.2406553,0.753707,0.002075069,0.0007883337,0.0002925559,0.001188691,0.0009523218,0.00002551726,0.0003152084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0172024,"threshold_uncertainty_score":0.06841564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416679663891301,"score_gpt":0.2915312435475106,"score_spread":0.2573644469085976,"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."}}