{"id":"W4415773240","doi":"10.25251/tvshr813","title":"The role of interleukin-13 in the management of atopic dermatitis: An expert consensus panel","year":2025,"lang":"en","type":"article","venue":"Dermatology Online Journal","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech; LEO Pharma; Bausch Health; Castle Biosciences; Incyte; UCB Pharma; Sun Pharma; Regeneron Pharmaceuticals; Galderma; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Amgen; Meiji Seika Pharma; Pfizer; Celltrion; AbbVie; Sanofi; National Alopecia Areata Foundation","keywords":"Atopic dermatitis; Delphi method; Dupilumab; Delphi; MEDLINE; Alternative medicine; Cornerstone; Immune Dysfunction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002094019,0.0001244056,0.0003766169,0.0001677927,0.0001271019,0.00001111432,0.000359801,0.0001047225,0.00002276828],"category_scores_gemma":[0.00005217762,0.00007222006,0.0001176594,0.000186924,0.0003936759,0.00003909858,0.00005887599,0.0003625757,0.00000232374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737601,"about_ca_system_score_gemma":0.0001114939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001144161,"about_ca_topic_score_gemma":0.00005100769,"domain_scores_codex":[0.9984401,0.0003416749,0.0007111906,0.0001113324,0.0001642451,0.0002313988],"domain_scores_gemma":[0.9990131,0.0002565685,0.0002213035,0.0003458533,0.0001096253,0.00005354734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004647022,0.002254556,0.9071138,0.0005184785,0.001278999,0.004398492,0.003135863,0.000013752,0.0003574902,0.01611679,0.02827506,0.03607202],"study_design_scores_gemma":[0.003549377,0.00007932889,0.9013137,0.0007533921,0.0003127204,0.02408421,0.02900871,0.0009703308,0.001925456,0.01465715,0.02321819,0.0001273995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725127,0.01096661,0.00004087933,0.01330506,0.0002187016,0.0002062882,0.000007462856,0.00001028339,0.002732069],"genre_scores_gemma":[0.9961509,0.001145116,0.0004366328,0.002150881,0.00002644881,0.00001124458,0.00001131731,0.000005979679,0.00006154722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03594461,"threshold_uncertainty_score":0.2945049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658110051604002,"score_gpt":0.3116472155603935,"score_spread":0.2950661150443535,"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."}}