{"id":"W4200316635","doi":"10.1097/der.0000000000000801","title":"Characterization of Residual Facial Dermatitis during Dupilumab Therapy: A Retrospective Chart Review to Delineate the Potential Role of Expanded Series Patch Testing","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Patch testing; Concomitant; Patch test; Atopic dermatitis; Residual","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000985736,0.0001581025,0.0005086439,0.00006454855,0.0001448958,0.00001645573,0.0001005595,0.00007431176,0.0003334106],"category_scores_gemma":[0.0004103913,0.0001301337,0.0001013859,0.0003623282,0.00008860605,0.0001861084,0.00007075606,0.0001260024,0.00001483394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002264041,"about_ca_system_score_gemma":0.0001457653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004407262,"about_ca_topic_score_gemma":0.00002290764,"domain_scores_codex":[0.9985394,0.000166476,0.0005797678,0.0002023943,0.0003109973,0.000200971],"domain_scores_gemma":[0.9987437,0.00003803426,0.0002489228,0.0003175124,0.0005750324,0.00007677561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000191106,0.0004388937,0.4588257,0.004869011,0.0005193274,0.0007586765,0.003797791,0.000007871913,0.5074208,0.000103518,0.006211577,0.0168558],"study_design_scores_gemma":[0.0006772531,0.00004108497,0.7598464,0.001470322,0.00008992189,0.000936502,0.0002148121,0.00002622743,0.2355008,0.00007859003,0.001013017,0.0001050782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870552,0.00461622,0.00006167077,0.006840621,0.00008801989,0.0005107048,0.0002100724,0.00004454153,0.0005729307],"genre_scores_gemma":[0.9910034,0.00533709,0.0002490878,0.002866943,0.000099169,0.0000693738,0.0002549506,0.00001987768,0.0001000918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3010207,"threshold_uncertainty_score":0.5306699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140283746316143,"score_gpt":0.24535748599347,"score_spread":0.2339546485303086,"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."}}