{"id":"W3087296239","doi":"10.12788/cutis.0074","title":"Long-standing Dermatitis Treated With Dupilumab With Subsequent Progression to Cutaneous T-cell Lymphoma","year":2020,"lang":"en","type":"article","venue":"Cutis","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Dupilumab; Medicine; Dermatology; Exacerbation; Biopsy; Atopic dermatitis; Lymphoma; Cutaneous T-cell lymphoma; Immunology; Mycosis fungoides; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315667,0.0008236031,0.000527352,0.0005748807,0.001505685,0.000790671,0.0003511981,0.00136864,0.001675458],"category_scores_gemma":[0.001036554,0.0002976859,0.0006627043,0.0003887817,0.0005449506,0.0005516296,0.000582762,0.00129672,0.0005042679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090022,"about_ca_system_score_gemma":0.0003157128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009829183,"about_ca_topic_score_gemma":0.001951018,"domain_scores_codex":[0.9996929,0.00004003436,0.00003385362,0.00006472525,0.00005013691,0.000118304],"domain_scores_gemma":[0.9993368,0.0001922997,0.0001441059,0.00006892178,0.00004876531,0.0002090657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002282049,0.0002883171,0.06493484,0.00006437532,0.00004505348,0.9189122,0.0005418759,0.0001745795,0.003053432,0.0002626134,0.0003745357,0.01112],"study_design_scores_gemma":[0.00003195989,0.0004933694,0.02169757,0.00001205667,0.00002800317,0.9755324,0.0001290109,0.0002152543,0.0008100345,0.00007324007,0.0009680722,0.000009121078],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862576,0.001987953,0.00147471,0.0004706593,0.00009487604,0.0001030572,0.00006030147,0.00007444605,0.009476513],"genre_scores_gemma":[0.9981243,0.0002944222,0.0002528983,0.0003431664,0.00009472137,0.00001434224,0.00003502455,0.00000676482,0.0008343318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001675458,"threshold_uncertainty_score":0.005604982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210553249940905,"score_gpt":0.2864801868533484,"score_spread":0.2643746543539394,"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."}}