{"id":"W4385797932","doi":"10.1111/all.15845","title":"Intrapatient comparison of atopic dermatitis skin transcriptome shows differences between tape‐strips and biopsies","year":2023,"lang":"en","type":"article","venue":"Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovaderm (Canada)","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Atopic dermatitis; Transcriptome; Medicine; Immunology; Biopsy; Filaggrin; Demodex; Pathology; Biology; Gene expression; Gene","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":[0.00003989717,0.0001100673,0.0003982554,0.0001267925,0.00006540649,0.000007416327,0.00007166467,0.00008837174,0.0001439618],"category_scores_gemma":[0.00003527744,0.0000918551,0.00006029139,0.000168453,0.0001861932,0.00004355371,0.00002595727,0.00009939424,0.00001481513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000550206,"about_ca_system_score_gemma":0.00002443367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005590785,"about_ca_topic_score_gemma":0.00006566443,"domain_scores_codex":[0.9991786,0.00005560163,0.0002876501,0.0001486708,0.0001525454,0.0001768729],"domain_scores_gemma":[0.9995436,0.0001301191,0.00005992625,0.0001340839,0.00003119599,0.0001010505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001521318,0.00006830788,0.9795219,0.0001719054,0.000214909,0.00002308158,0.001938225,0.000001088906,0.0003159726,0.0001735554,0.00824432,0.009311521],"study_design_scores_gemma":[0.00066463,0.0001000453,0.9896592,0.00007644328,0.00005875939,0.00001086652,0.0006931263,0.0002891295,0.002379426,0.000245962,0.005734315,0.00008806968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996859,0.001117899,0.00002633992,0.001085517,0.0001065962,0.0001223411,0.00003500963,0.00007051583,0.0005767659],"genre_scores_gemma":[0.9992239,0.0002963687,0.00003997588,0.0001099809,0.00004689039,0.00001506939,0.00009876082,0.00000793755,0.0001611265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013733,"threshold_uncertainty_score":0.3745742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354002898128504,"score_gpt":0.2893320266625282,"score_spread":0.2557919976812432,"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."}}