{"id":"W4412521775","doi":"10.1177/17103568251360263","title":"<i>Letter:</i> Differentiating Between Atopic Dermatitis and Non-Atopic Eczema Using Metabolomics","year":2025,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Dermatology","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":[0.002729153,0.001050332,0.001530852,0.001258331,0.00477365,0.004807662,0.001569467,0.04954436,0.01444225],"category_scores_gemma":[0.01969754,0.0008192389,0.001833215,0.0008046604,0.002095731,0.002299833,0.001617106,0.02971995,0.01693876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004421062,"about_ca_system_score_gemma":0.005000647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379029,"about_ca_topic_score_gemma":0.02696761,"domain_scores_codex":[0.9974904,0.0004464246,0.0003035382,0.0003224689,0.0009030462,0.0005341363],"domain_scores_gemma":[0.9913061,0.003997315,0.0005706514,0.000242642,0.002144965,0.001738243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002267354,0.00001924119,0.000455146,0.00001619001,0.000007497805,0.0008430415,0.00002975382,0.00001580728,0.0001089419,0.0002742046,0.9941978,0.004009715],"study_design_scores_gemma":[0.0001196095,0.0001096016,0.00269346,0.000494737,0.00006459471,0.003536062,0.0005222411,0.0005428721,0.0003626956,0.004615126,0.9868529,0.00008619097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003312998,0.0006680666,0.00008387835,0.9699007,0.02428269,0.0000250397,0.000193197,0.00007377157,0.004441295],"genre_scores_gemma":[0.001274644,0.0004541595,0.0001678585,0.9653998,0.02171861,0.00002767869,0.00006889812,0.00002659256,0.0108617],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04954436,"threshold_uncertainty_score":0.04831409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575373586663108,"score_gpt":0.2574491976045394,"score_spread":0.2416954617379083,"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."}}