{"id":"W2980924042","doi":"10.1097/der.0000000000000509","title":"Psoriasis-like Dermatitis Developing in a Patient with Atopic Dermatitis Treated with Dupilumab","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; Dermatology; Psoriasis","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"],"consensus_categories":[],"category_scores_codex":[0.00005391022,0.0004169128,0.0007582908,0.0003658946,0.0001217184,0.00006329773,0.000160285,0.0001904446,0.0005908723],"category_scores_gemma":[0.00003073645,0.0003286336,0.00008762812,0.0006263421,0.0001384986,0.0004414082,0.00005627448,0.0002978356,0.0005086234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905279,"about_ca_system_score_gemma":0.0003283758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002685557,"about_ca_topic_score_gemma":0.000623251,"domain_scores_codex":[0.9976968,0.0001393307,0.0006007783,0.000464223,0.0004842931,0.0006145944],"domain_scores_gemma":[0.9987235,0.0001209828,0.0002027918,0.0005537839,0.0001713102,0.0002276035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004298314,0.000215322,0.963098,0.0007116514,0.0002311057,0.005854669,0.001400021,0.00003382814,0.000008537629,0.0003257127,0.02317855,0.004899584],"study_design_scores_gemma":[0.005964691,0.0002553006,0.946397,0.001609528,0.0001338681,0.009196813,0.0005327878,0.0003194291,0.001522772,0.00008553462,0.03344893,0.0005333553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822257,0.0006885854,0.0003023823,0.003768039,0.0001490017,0.001132143,0.00003366444,0.000205753,0.01149478],"genre_scores_gemma":[0.9833322,0.000168864,0.00250272,0.01316572,0.0000282199,0.0002004484,0.0002171884,0.00006035842,0.0003242826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670105,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254428994491345,"score_gpt":0.2195551918273428,"score_spread":0.2123007628328515,"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."}}