{"id":"W4413368756","doi":"10.1111/cea.70136","title":"New Topical and Systemic Treatments for Atopic Dermatitis","year":2025,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Atopic dermatitis; Medicine; Dermatology; Janus kinase; Tacrolimus; Immunology; Cytokine; Internal medicine; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005455032,0.0003755429,0.002248286,0.00007251456,0.00008208428,0.00001976837,0.0001443208,0.0005818364,0.0001865896],"category_scores_gemma":[0.0001500212,0.0002849251,0.0008800469,0.00006614731,0.0001223752,0.00003489056,0.0001343341,0.0002086581,0.0000536568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009040349,"about_ca_system_score_gemma":0.0004703098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008949818,"about_ca_topic_score_gemma":0.000001473613,"domain_scores_codex":[0.9978944,0.000147649,0.001036148,0.0005500822,0.0001121336,0.0002595523],"domain_scores_gemma":[0.9983067,0.0007464319,0.0001772662,0.0003645777,0.00002182301,0.0003831866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004449459,0.0005241902,0.0003018498,0.009056901,0.001695072,0.0001747252,0.00002354373,4.316022e-9,1.774939e-7,0.000846591,0.06972383,0.9176086],"study_design_scores_gemma":[0.002330012,0.0002805933,0.0002326751,0.01213502,0.001256826,0.0005267966,0.0000288251,0.000001385687,0.00000621491,0.00007929296,0.9829016,0.0002206986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001326148,0.9957952,0.00005771099,0.000144546,0.0008051627,0.001396161,0.00003279038,0.00006361771,0.001572212],"genre_scores_gemma":[0.0002930223,0.9864534,0.0005787495,0.0007237714,0.0003936551,0.0004067104,0.0002670956,0.00002856372,0.01085507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9173879,"threshold_uncertainty_score":0.9999603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07505849093094302,"score_gpt":0.4510491631429491,"score_spread":0.3759906722120061,"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."}}