{"id":"W3135557257","doi":"10.1097/der.0000000000000711","title":"Atopic Dermatitis Biomarkers and the Movement Toward Personalized Treatment","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Disease; Biomarker; Precision medicine; Personalized medicine; Bioinformatics; Dermatology; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009815131,0.0005548947,0.001232736,0.001775526,0.0002513138,0.001387326,0.0005839797,0.001226087,0.003312185],"category_scores_gemma":[0.001619815,0.0001661595,0.0006651176,0.001257258,0.0004440878,0.001319664,0.0007453322,0.002483052,0.00127396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008667769,"about_ca_system_score_gemma":0.001089909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008288504,"about_ca_topic_score_gemma":0.001261095,"domain_scores_codex":[0.999557,0.0001327277,0.00005499322,0.00005952352,0.0001578994,0.0000377992],"domain_scores_gemma":[0.9991146,0.000529119,0.00007840336,0.00002387009,0.0002134866,0.00004066407],"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":[0.00007738855,0.00008074764,0.0003552873,0.0161767,0.0001505894,0.0002423403,0.000086619,0.0003484903,0.001120413,0.009380493,0.03541846,0.9365624],"study_design_scores_gemma":[0.00001563402,0.00007232527,0.001097627,0.01047876,0.0001508553,0.001394603,0.00009677257,0.0001386211,0.0003547756,0.005526536,0.9806545,0.00001900458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008915788,0.9981089,0.000104386,0.0007678102,0.0002149358,0.000002464265,0.00001289658,0.000005525255,0.0006940286],"genre_scores_gemma":[0.001084093,0.9976158,0.0002057208,0.0004558751,0.0002845273,0.000004828579,0.00002573277,0.000001489562,0.0003218906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003312185,"threshold_uncertainty_score":0.01108032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589614906116156,"score_gpt":0.3163152036786499,"score_spread":0.2804190546174883,"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."}}