{"id":"W4402110804","doi":"10.1016/j.jaad.2024.07.750","title":"51573 Dupilumab Treatment for up to 5 Years Improves Eczema Area and Severity Index Score Across all Anatomical Regions in Adults With Moderate-to-Severe Atopic Dermatitis","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovaderm (Canada)","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; Eczema Area and Severity Index; Dermatology; Severity of illness; Index (typography); Internal medicine","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":[0.0002512546,0.0003041525,0.0007839033,0.0001695987,0.0001988171,0.0003060341,0.0001802458,0.000216874,0.002749882],"category_scores_gemma":[0.0003767954,0.0001060725,0.000455605,0.0001431991,0.0000729564,0.0002552696,0.0001310512,0.0004258807,0.0004603125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186818,"about_ca_system_score_gemma":0.000183027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775905,"about_ca_topic_score_gemma":0.006453723,"domain_scores_codex":[0.9998609,0.00002676183,0.00001350239,0.00002588676,0.00003193791,0.00004104571],"domain_scores_gemma":[0.9998741,0.00002304314,0.0000311917,0.000008221221,0.00002614017,0.00003730047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04090411,0.006699977,0.1893508,0.000953978,0.001784102,0.000735038,0.0002082238,0.0007213719,0.04189314,0.0001677253,0.01506041,0.7015211],"study_design_scores_gemma":[0.00465395,0.02402833,0.9545408,0.0001536519,0.001273786,0.001612324,0.0002592628,0.001534168,0.003693917,0.000134735,0.008085387,0.00002974792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882081,0.006227084,0.0001359253,0.0002422779,0.0001209277,0.00005724077,0.0004250811,0.0001006551,0.00448269],"genre_scores_gemma":[0.9963951,0.001143151,0.0003165655,0.0003180218,0.00005510071,0.00002241545,0.0004377555,0.000005817462,0.001306106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002749882,"threshold_uncertainty_score":0.009199321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897118173079696,"score_gpt":0.3196310531711289,"score_spread":0.3006598714403319,"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."}}