{"id":"W4405757344","doi":"10.1089/derm.2024.0341","title":"A Case of Twenty-Nail Dystrophy Treated with Dupilumab","year":2024,"lang":"en","type":"letter","venue":"Dermatitis","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Dermatology; Nail (fastener); Dystrophy; Nail disease; Pathology; Paronychia; Atopic dermatitis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005287036,0.000466078,0.0007439832,0.0002981018,0.0001365754,0.00003510003,0.0002418339,0.001117519,0.0006760578],"category_scores_gemma":[0.00001746644,0.0003662973,0.0001912844,0.0002599722,0.0003352302,0.00008134188,0.00008027865,0.001447852,0.002108066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006294146,"about_ca_system_score_gemma":0.0001570504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045866,"about_ca_topic_score_gemma":0.0001322522,"domain_scores_codex":[0.9982806,0.0002024765,0.0004806486,0.000458625,0.00006354496,0.0005141312],"domain_scores_gemma":[0.9989585,0.00009325954,0.0002429005,0.0005482349,0.0001366891,0.00002042439],"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":[0.00001217056,0.00003261322,0.00004051253,0.0007840176,0.0007142524,0.03453173,0.0005745508,3.631046e-7,0.0006013484,0.00005056367,0.9618172,0.000840667],"study_design_scores_gemma":[0.0009126901,0.0002976953,0.00005519146,0.0003899256,0.0004085906,0.03547535,0.00006725239,0.00000169436,0.00691182,0.00004781631,0.9550309,0.0004010887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.423593,0.01826662,0.0004372134,0.2761319,0.009622726,0.003745191,0.1675343,0.001966402,0.0987027],"genre_scores_gemma":[0.578012,0.0005167084,0.0002427179,0.3491041,0.001309749,0.0002474831,0.01481542,0.0003340196,0.05541778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154419,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035084349580214,"score_gpt":0.200435289211553,"score_spread":0.1900844457157509,"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."}}