{"id":"W4400210342","doi":"10.1089/derm.2024.0160","title":"Early Dupilumab Response Predicts Pediatric Atopic Dermatitis Disease Relapse","year":2024,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; 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":[0.0006243206,0.0003952923,0.0006048178,0.0004444859,0.001263564,0.001230202,0.0004542172,0.006119219,0.006809118],"category_scores_gemma":[0.005663836,0.0002614046,0.0005351349,0.0003570559,0.0005386311,0.0006666953,0.0003505363,0.004620529,0.001899412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565334,"about_ca_system_score_gemma":0.001233675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00599893,"about_ca_topic_score_gemma":0.01215988,"domain_scores_codex":[0.9993316,0.0001834339,0.00007412716,0.00008513386,0.0001240648,0.0002017658],"domain_scores_gemma":[0.9972376,0.001578669,0.0002618653,0.00007649352,0.0003478709,0.0004975682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005780353,0.0002652343,0.3220708,0.0001127238,0.00007713115,0.1758553,0.0004176205,0.0004078493,0.001848239,0.003264422,0.4329816,0.06212106],"study_design_scores_gemma":[0.0005113908,0.0007759134,0.2086307,0.0009982603,0.0003555359,0.5313047,0.002779101,0.006259528,0.002868719,0.00918806,0.2361872,0.0001408992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1719128,0.006902645,0.0006046207,0.7407606,0.01104795,0.00005118279,0.001134968,0.0001825689,0.06740282],"genre_scores_gemma":[0.6954783,0.003436621,0.001577363,0.2575752,0.01962403,0.00006209956,0.0005279517,0.00009609834,0.02162228],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006809118,"threshold_uncertainty_score":0.02277875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980127947615398,"score_gpt":0.240660024655724,"score_spread":0.23085874517957,"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."}}