{"id":"W4308133045","doi":"10.15690/vsp.v21i5.2449","title":"Innovations in Therapeutic Improvement of the Cutaneous Microbiome in Children with Atopic Dermatitis","year":2022,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Atopic dermatitis; Microbiome; Biofilm; Staphylococcus aureus; Exacerbation; Immunology; Dermatology; Skin infection; Microbiology; Medicine; Biology; Bacteria; Bioinformatics; Genetics","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":[0.0001006523,0.0001424399,0.0002793436,0.0002694445,0.0001108543,0.000006454047,0.0002252793,0.00004952402,0.0002676879],"category_scores_gemma":[0.00001874196,0.000104838,0.00006061942,0.001047526,0.0001397895,0.00004474156,0.0001331183,0.0003236377,0.000005515741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510875,"about_ca_system_score_gemma":0.0002426497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001946407,"about_ca_topic_score_gemma":0.0001449621,"domain_scores_codex":[0.998817,0.00008074909,0.000399375,0.0002175438,0.0002307411,0.0002545977],"domain_scores_gemma":[0.9993474,0.00004035121,0.000131155,0.0004074675,0.00003945392,0.00003419102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003959576,0.000510936,0.9934054,0.00004171785,0.00008634702,0.00006375086,0.0003516579,0.00008003609,0.002800436,0.0006855796,0.0006416644,0.001292865],"study_design_scores_gemma":[0.00207451,0.000147539,0.9920344,0.00005506373,0.0000552366,0.00120482,0.0002934728,0.00003723524,0.002341149,0.0006446547,0.0009863533,0.0001255965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952902,0.0004858797,0.00001570632,0.002440765,0.00008551102,0.0008215568,0.00004711721,0.00002327212,0.0007899987],"genre_scores_gemma":[0.9971022,0.000009148733,0.00004261347,0.002329116,0.0000132128,0.0001471137,0.00004233793,0.000017774,0.0002965007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002034914,"threshold_uncertainty_score":0.4275171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005888245476761973,"score_gpt":0.2245389715923745,"score_spread":0.2186507261156125,"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."}}