{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001314292,0.0001860055,0.000413375,0.0002784827,0.0002021815,0.0004522863,0.0001359045,0.0002722981,0.001248743],"category_scores_gemma":[0.0001992876,0.00009665052,0.0002863071,0.0002599861,0.0001254484,0.0001033679,0.0001472561,0.0003380577,0.0002669694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128138,"about_ca_system_score_gemma":0.0000864247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004870361,"about_ca_topic_score_gemma":0.0008707391,"domain_scores_codex":[0.9998724,0.00001871323,0.00000655248,0.00004282994,0.00003461677,0.00002487593],"domain_scores_gemma":[0.9998624,0.0000353889,0.00002878203,0.00001041234,0.0000414696,0.0000215632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007035834,0.0002142147,0.1886264,0.0004413985,0.0003209364,0.001175824,0.0006806389,0.0005717074,0.7637917,0.00007501523,0.001609549,0.03545684],"study_design_scores_gemma":[0.00005578648,0.001149811,0.9337152,0.00004456364,0.0002758037,0.001673914,0.001135095,0.002137001,0.05614943,0.0001379747,0.003495673,0.0000296774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948925,0.001155389,0.0006836011,0.00005725108,0.00002805438,0.00002898318,0.002621547,0.0000198427,0.0005128534],"genre_scores_gemma":[0.9926946,0.0006102183,0.0009933872,0.0002140975,0.00002878461,0.00007769524,0.004198475,0.00001484228,0.001167924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001248743,"threshold_uncertainty_score":0.004177451,"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."}}