{"id":"W2943279716","doi":"10.1097/der.0000000000000481","title":"Psoriasiform Dermatitis After Initiation of Treatment with Dupilumab for Atopic Dermatitis","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Atopic dermatitis; Medicine; Dermatology","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":[0.00004056786,0.0002485166,0.0005586265,0.0001688991,0.00007003603,0.00002208658,0.00008053292,0.0001429713,0.0008019439],"category_scores_gemma":[0.00002705915,0.0002004191,0.0001785485,0.0001475398,0.00009004471,0.0003211492,0.00001914923,0.00007089081,0.0001988906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484316,"about_ca_system_score_gemma":0.0002036838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000573812,"about_ca_topic_score_gemma":0.0001110277,"domain_scores_codex":[0.9987187,0.00004302093,0.0004711459,0.0002406933,0.000215735,0.0003106524],"domain_scores_gemma":[0.9989245,0.0001453611,0.0001969583,0.0004056735,0.0001917792,0.0001357503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062442,0.0005007279,0.9460156,0.002414309,0.0005991386,0.000270418,0.002013742,0.00001303063,0.00005670778,0.001108439,0.03363949,0.01326213],"study_design_scores_gemma":[0.007067019,0.000801877,0.9075035,0.0004711524,0.0003892564,0.001118977,0.0002118235,0.0005077709,0.005962218,0.0005011897,0.07517658,0.000288624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984991,0.001032901,0.001008576,0.002766812,0.000264603,0.001618677,0.0002714127,0.00009725112,0.007948728],"genre_scores_gemma":[0.9923909,0.0002575105,0.001731809,0.004103694,0.00006810226,0.0004878185,0.0003705237,0.00003564719,0.0005539668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04153709,"threshold_uncertainty_score":0.8780724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009790736876284388,"score_gpt":0.2460954458069414,"score_spread":0.236304708930657,"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."}}