{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005074781,0.0003489286,0.0004900034,0.0001526218,0.0002052212,0.00009947096,0.0001698394,0.00009937779,0.00040349],"category_scores_gemma":[0.00007407806,0.0002442535,0.00006476032,0.0008580137,0.0001532174,0.00008879283,0.00008026914,0.0001608004,0.0002625542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646367,"about_ca_system_score_gemma":0.0004095735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150444,"about_ca_topic_score_gemma":0.0001339967,"domain_scores_codex":[0.9975256,0.00007256932,0.0002736602,0.0006165801,0.000873496,0.0006381282],"domain_scores_gemma":[0.9984329,0.00005313593,0.00008106686,0.0003658778,0.0002851064,0.0007818643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01277167,0.001605589,0.8233652,0.001285881,0.0005329723,0.06441029,0.007488817,0.0002079488,0.02598253,0.00007753636,0.0106978,0.05157379],"study_design_scores_gemma":[0.06253044,0.06072671,0.06897178,0.005440067,0.00127065,0.1303223,0.005937835,0.01423291,0.6118715,0.00003526074,0.03446422,0.004196384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983602,0.0003838023,0.002240182,0.004999663,0.00001804084,0.001863919,0.0000331416,0.0002590316,0.006600215],"genre_scores_gemma":[0.9952289,0.00007046812,0.001798538,0.001572493,0.00007440168,0.0001256058,0.00009161377,0.0001008885,0.0009371248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7543934,"threshold_uncertainty_score":0.9960368,"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."}}