{"id":"W2793091729","doi":"10.2147/ce.s133661","title":"Dupilumab: an evidence-based review of its potential in the treatment of atopic dermatitis","year":2018,"lang":"en","type":"review","venue":"Core evidence","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; SKiN Health; Queen's University; University of British Columbia","funders":"","keywords":"Dupilumab; Atopic dermatitis; Medicine; Dermatology","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":[0.0004378794,0.0003510893,0.002165013,0.0001610672,0.0000399208,0.00000766704,0.0005191767,0.0002152947,0.0003561838],"category_scores_gemma":[0.001308347,0.0002054019,0.0006623595,0.0004614885,0.0003019664,0.0001879835,0.0000273649,0.0001543834,0.00006671585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000925436,"about_ca_system_score_gemma":0.001003915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002463516,"about_ca_topic_score_gemma":0.00001220725,"domain_scores_codex":[0.9971364,0.0007022772,0.001110378,0.0003829141,0.0004420956,0.0002259857],"domain_scores_gemma":[0.9967695,0.001083114,0.0006934155,0.001090651,0.000262698,0.0001005913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003653354,0.0007095988,0.001836948,0.5663221,0.0001325016,0.0006127906,0.0001225381,1.420108e-7,5.859519e-7,0.00004227982,0.009329083,0.4208548],"study_design_scores_gemma":[0.0002675848,0.0006412698,0.003069791,0.7260646,0.002838357,0.0002744202,0.000009253567,0.000009390251,0.00001199325,0.00001230658,0.266647,0.0001540429],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005159703,0.9965956,0.000008026322,0.0004414108,0.000189759,0.002141356,0.00002567248,0.00001542271,0.00006683708],"genre_scores_gemma":[0.004021619,0.9946131,0.00006626608,0.0007568766,0.0001394317,0.0002690756,0.00005853247,0.00001988682,0.00005521911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4207008,"threshold_uncertainty_score":0.8376048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811466557996444,"score_gpt":0.4180229617493419,"score_spread":0.2368763059496976,"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."}}