{"id":"W3042555168","doi":"10.1097/der.0000000000000570","title":"Psoriatic Plaques after Initiation of Dupilumab Therapy","year":2020,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Dermatology; Rescue therapy; Atopic dermatitis; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002147101,0.0002317662,0.0006070575,0.0001440887,0.00002984159,0.00001559203,0.0001051248,0.0004312551,0.001335188],"category_scores_gemma":[0.00008891067,0.000208038,0.0002026568,0.0001088323,0.0001041523,0.00009628301,0.00002339283,0.000587321,0.0002501512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002366238,"about_ca_system_score_gemma":0.0001322074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125449,"about_ca_topic_score_gemma":0.000001478823,"domain_scores_codex":[0.9987432,0.0001004353,0.0004313455,0.000215668,0.0003173361,0.0001919717],"domain_scores_gemma":[0.9991889,0.0001325193,0.0002162579,0.0003025446,0.00009947594,0.00006032949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003414313,0.00003648013,0.004632698,0.0009613039,0.0001955909,0.00316311,0.0003241355,5.307171e-8,0.000003393418,0.00000424028,0.989688,0.000956893],"study_design_scores_gemma":[0.001274648,0.00008038904,0.05735567,0.0004468079,0.0002379872,0.0003288542,0.00001246751,0.00002249742,0.000707847,0.0008048277,0.9385027,0.0002253078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009114262,0.0055594,0.00006743488,0.9774525,0.0004974565,0.0005564407,0.0002692517,0.000132551,0.006350689],"genre_scores_gemma":[0.2396122,0.0008956815,0.0001239147,0.7570852,0.0009373688,0.0000912723,0.001054532,0.00003629856,0.0001635175],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2304979,"threshold_uncertainty_score":0.9995777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666644182661105,"score_gpt":0.2551743873559926,"score_spread":0.2385079455293815,"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."}}