{"id":"W3106621669","doi":"10.1097/der.0000000000000690","title":"Transitioning From Immunosuppressants to Dupilumab in Pediatric Atopic Dermatitis","year":2020,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; Dermatology; Immunosuppression; Methotrexate; Immunology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005233096,0.0005230991,0.00241115,0.0004719726,0.00009576236,0.00006143128,0.0003063524,0.0004566273,0.0006047193],"category_scores_gemma":[0.000158649,0.0005157649,0.000508709,0.000708591,0.00004506498,0.0001698699,0.00009319901,0.0006411517,0.001994031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269321,"about_ca_system_score_gemma":0.0004038981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009200239,"about_ca_topic_score_gemma":0.00004383742,"domain_scores_codex":[0.9972985,0.0002853298,0.001098132,0.0005461821,0.0003287847,0.0004430706],"domain_scores_gemma":[0.998602,0.0002808576,0.0002143196,0.0004938156,0.00004603141,0.0003629975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004829298,0.0002093106,0.006766931,0.02955704,0.0003693467,0.009386177,0.001092558,0.000001550879,9.58667e-8,0.00002265872,0.1577863,0.7948033],"study_design_scores_gemma":[0.0008594743,0.00002233617,0.06234295,0.009864814,0.001444442,0.0008223846,0.00002436031,0.00001007695,0.000002509126,0.00007764171,0.9240829,0.0004461329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006607079,0.9935726,0.00009646883,0.001617142,0.0003938142,0.001168849,0.000577945,0.0002198516,0.001692657],"genre_scores_gemma":[0.009051889,0.9839759,0.0004428084,0.004403674,0.0003560126,0.0003234084,0.001295357,0.0001056769,0.00004525266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7943571,"threshold_uncertainty_score":0.9997294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225549700059567,"score_gpt":0.2965620339012816,"score_spread":0.274306536900686,"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."}}