{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000432749,0.0002336336,0.0006680893,0.0004502656,0.0006851063,0.0007149762,0.0001380325,0.0009455191,0.00372444],"category_scores_gemma":[0.00160033,0.00009795022,0.0006217287,0.0004719432,0.0001641116,0.0004436022,0.0001724229,0.001273226,0.0006837842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006335057,"about_ca_system_score_gemma":0.0004896725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963988,"about_ca_topic_score_gemma":0.004802874,"domain_scores_codex":[0.9996021,0.00007462223,0.00003073626,0.00003627756,0.0001354603,0.0001207001],"domain_scores_gemma":[0.9990286,0.0003716222,0.0001883647,0.00003516451,0.0001427819,0.0002334955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.008224327,0.001501309,0.1946006,0.003081121,0.001270492,0.2682823,0.001353511,0.0005700543,0.01226728,0.001656983,0.03931507,0.4678769],"study_design_scores_gemma":[0.0007486146,0.00531735,0.5736398,0.001763622,0.001042059,0.3338983,0.0008695904,0.0007330182,0.00312331,0.001195284,0.07757959,0.00008951451],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7058214,0.1624112,0.002027996,0.009649619,0.002258698,0.0006665647,0.001367564,0.0004052516,0.1153917],"genre_scores_gemma":[0.9741435,0.0145124,0.0003964854,0.00412471,0.0009866358,0.00005327449,0.0005256613,0.00002123831,0.005236042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00372444,"threshold_uncertainty_score":0.01245946,"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."}}