{"id":"W3194146238","doi":"10.1097/der.0000000000000764","title":"Transcriptomic Profiling of Tape-Strips From Moderate to Severe Atopic Dermatitis Patients Treated With Dupilumab","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Atopic dermatitis; Medicine; Transcriptome; Dermatology; Immunology; Gene expression; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002515906,0.0002222693,0.0005485565,0.0001004185,0.0001061426,0.0000258966,0.00009503497,0.0001254406,0.0004667751],"category_scores_gemma":[0.00007127466,0.0002004209,0.0001063859,0.0002813422,0.00006376266,0.0001726167,0.00002723515,0.0001703475,0.00007599183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670479,"about_ca_system_score_gemma":0.0001870672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115143,"about_ca_topic_score_gemma":0.0001142876,"domain_scores_codex":[0.9985587,0.0001266182,0.0004384411,0.0003110737,0.0002845223,0.0002806431],"domain_scores_gemma":[0.9989429,0.00007352014,0.0001006575,0.0003656231,0.0002975212,0.0002197881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103534,0.0004742444,0.9729479,0.0004230314,0.0003975027,0.0009956235,0.001090825,0.00005553692,0.000821349,0.00006246946,0.02074914,0.00187202],"study_design_scores_gemma":[0.004860366,0.00008747316,0.8795494,0.000525896,0.0002993425,0.0002786233,0.0002078946,0.0005178199,0.1115115,0.0001108218,0.001786884,0.0002640391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942442,0.0004721033,0.0005665926,0.00129575,0.00009464509,0.000460034,0.0005087436,0.00008539208,0.002272539],"genre_scores_gemma":[0.9916265,0.00005870681,0.00256732,0.004334041,0.00002778972,0.00005410373,0.001082659,0.0000309787,0.0002179152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106901,"threshold_uncertainty_score":0.8172929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00989947982829994,"score_gpt":0.223324327314925,"score_spread":0.213424847486625,"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."}}