{"id":"W4297855220","doi":"10.1097/der.0000000000000950","title":"Atopic Dermatitis: A Guide to Transitioning to Janus Kinase Inhibitors","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; Guideline; Polypharmacy; Janus kinase; Intensive care medicine; Drug; Methotrexate; Dermatology; Tacrolimus; Dosing; Disease; Clinical trial; Calcineurin; Pharmacology; Internal medicine; Transplantation","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":[0.003024617,0.0009833383,0.001073013,0.001813146,0.0008410372,0.002452957,0.001961798,0.003917043,0.01706329],"category_scores_gemma":[0.007887125,0.0005299399,0.001237579,0.0009572274,0.001108271,0.004069276,0.001601616,0.00900294,0.02065586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152593,"about_ca_system_score_gemma":0.003131497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237943,"about_ca_topic_score_gemma":0.009075066,"domain_scores_codex":[0.9979966,0.0007934531,0.0004776483,0.0001563101,0.0004514634,0.0001243869],"domain_scores_gemma":[0.9960701,0.00159966,0.0004013526,0.000136256,0.001224068,0.00056851],"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":[0.00008374912,0.0003036904,0.0009687016,0.001355929,0.00002929331,0.001104605,0.0005089802,0.0003158534,0.0007203955,0.006521533,0.7161913,0.271896],"study_design_scores_gemma":[0.00004937711,0.00008623298,0.0007624631,0.003007218,0.00002327641,0.00227016,0.0003105292,0.0001694703,0.000169274,0.006500398,0.9866241,0.00002744353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004467328,0.2789316,0.07006063,0.4639409,0.02594497,0.002343159,0.002880616,0.003910315,0.1475205],"genre_scores_gemma":[0.0254717,0.3323137,0.2014117,0.3101449,0.01780978,0.003401093,0.003931683,0.0009967842,0.1045185],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01706329,"threshold_uncertainty_score":0.05708241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008723292516535093,"score_gpt":0.2608027544794599,"score_spread":0.2520794619629249,"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."}}