{"id":"W4388498973","doi":"10.15690/vsp.v22i5.2619","title":"Modern Treatment Options for Epidermal Dysfunction at Atopic Dermatitis","year":2023,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Filaggrin; Atopic dermatitis; Dermatology; Medicine; Skin barrier; Pathogenesis; Disease; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642667,0.000278797,0.0003824335,0.0005394336,0.0003523145,0.0003980463,0.0003490945,0.0004138625,0.01341739],"category_scores_gemma":[0.0001888349,0.00006130167,0.0005371054,0.0003273005,0.0001440952,0.0004206412,0.0003561338,0.001304691,0.002559601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161274,"about_ca_system_score_gemma":0.0002170985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003610804,"about_ca_topic_score_gemma":0.0008018849,"domain_scores_codex":[0.9998885,0.00001917034,0.000009787096,0.00001422547,0.00004977736,0.00001846593],"domain_scores_gemma":[0.9999596,0.000008967764,0.00000686293,0.000003554063,0.00001277938,0.000008225327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004866456,0.0004317833,0.0009650057,0.003043386,0.0001310618,0.001601794,0.0001176167,0.0002179454,0.01486985,0.006684272,0.03778582,0.9336649],"study_design_scores_gemma":[0.0002401282,0.0006431786,0.006315649,0.001748373,0.0002791286,0.009708431,0.000176437,0.0003182302,0.006776242,0.007044333,0.9667194,0.0000304823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0239029,0.8973458,0.00542191,0.007095388,0.002108834,0.0001612996,0.0004582741,0.0002704446,0.06323506],"genre_scores_gemma":[0.2557315,0.6753843,0.01132064,0.007826522,0.002800064,0.0003187277,0.0012786,0.00007597706,0.0452636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01341739,"threshold_uncertainty_score":0.04488564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512357626971383,"score_gpt":0.3020431065602002,"score_spread":0.2669195302904864,"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."}}