{"id":"W4388409839","doi":"10.1089/derm.2023.0132","title":"Improvement of Pruritus and Efficacy in the Early Stage of Therapy with Upadacitinib, Abrocitinib, or Dupilumab in Chinese Patients with Moderate-to-Severe Atopic Dermatitis: Prospective, Cohort, Observational Study","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dupilumab; Eczema Area and Severity Index; Observational study; Adverse effect; Internal medicine; Clinical endpoint; Dermatology Life Quality Index; Cohort; Prospective cohort study; SCORAD; Dermatology; Randomized controlled trial; Disease","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":[0.0001508985,0.000203584,0.0004833037,0.0002143013,0.00006114902,0.00002096831,0.000124617,0.0000523441,0.0000489022],"category_scores_gemma":[0.00008593636,0.0001172389,0.00002809593,0.0007369703,0.0001118177,0.0001860951,0.00003764124,0.0001486947,0.000002584796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002709634,"about_ca_system_score_gemma":0.0001301189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002887723,"about_ca_topic_score_gemma":0.0008106396,"domain_scores_codex":[0.9983734,0.0001053632,0.0005347304,0.0002595522,0.0004962724,0.0002306116],"domain_scores_gemma":[0.9991056,0.0002137934,0.0001734548,0.0002742001,0.0001688879,0.0000640715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005284068,0.001602334,0.9904506,0.0002166044,0.0001324336,0.0001809716,0.005961266,0.00006058706,0.000004537109,0.00003535545,0.0002611456,0.0005657988],"study_design_scores_gemma":[0.01422678,0.001054785,0.9830405,0.0002299238,0.00002783643,0.00001969863,0.0009862153,0.00009279142,0.00007990066,0.00006016867,0.00004269514,0.0001386784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995491,0.00005349152,0.00001046306,0.0004347854,0.0000176869,0.003617408,0.000141398,0.00002800557,0.0002057888],"genre_scores_gemma":[0.9983187,0.00004872375,0.0001120133,0.0008208257,0.000008369101,0.0004853294,0.00009962823,0.00001991246,0.00008647932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369838,"threshold_uncertainty_score":0.4780864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896570793143207,"score_gpt":0.280718573139109,"score_spread":0.261752865207677,"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."}}