{"id":"W4389244242","doi":"10.1542/peds.2023-064344hi","title":"Dupilumab Significantly Improves Skin Barrier Function in Patients With Moderate-to-Severe Atopic Dermatitis","year":2023,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Medicine; Dupilumab; Atopic dermatitis; Dermatology; Skin barrier","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":[0.0001767821,0.000210522,0.0004738272,0.000110936,0.0001555498,0.0002890106,0.00009683124,0.0001419383,0.001016159],"category_scores_gemma":[0.0004960688,0.00005545063,0.000259223,0.0001367788,0.00006458229,0.0001461739,0.00009558585,0.0004538028,0.0001270044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976475,"about_ca_system_score_gemma":0.0002278216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005918313,"about_ca_topic_score_gemma":0.00212682,"domain_scores_codex":[0.9998833,0.00003749111,0.00001052206,0.00001315188,0.00002308012,0.00003247953],"domain_scores_gemma":[0.9998294,0.00005642746,0.00003852171,0.000005117575,0.00001811202,0.00005241236],"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":[0.0159253,0.00279405,0.3188262,0.00125678,0.001144228,0.003079443,0.0002405469,0.0005056496,0.04444169,0.0003156227,0.01719153,0.5942789],"study_design_scores_gemma":[0.001301248,0.008856997,0.9541814,0.0001963211,0.0008625466,0.009360378,0.0003361574,0.001213392,0.008461999,0.0002127634,0.01499371,0.00002300796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734528,0.02078485,0.0002379916,0.0006808265,0.0001248503,0.00002601518,0.0002145927,0.00007759605,0.004400375],"genre_scores_gemma":[0.9969671,0.002055562,0.0001743685,0.0002520075,0.00006044385,0.000006092572,0.0001284305,0.000003003588,0.0003528102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016159,"threshold_uncertainty_score":0.003399432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006317053470833136,"score_gpt":0.2162861285727876,"score_spread":0.2099690751019545,"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."}}