{"id":"W2972531102","doi":"10.1097/der.0000000000000517","title":"Effectiveness of Dupilumab for the Treatment of Generalized Prurigo Nodularis Phenotype of Adult Atopic Dermatitis","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Prurigo nodularis; Medicine; Atopic dermatitis; Dermatology; Eczematous dermatitis; Prurigo","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":[0.0003359641,0.0001659463,0.000420092,0.0001695991,0.0001350735,0.0001943363,0.0001583859,0.0001894445,0.0006914015],"category_scores_gemma":[0.0006375694,0.00005102492,0.0002670387,0.0001085109,0.00008502109,0.0001372469,0.00009774411,0.0002637533,0.00009651936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105873,"about_ca_system_score_gemma":0.0001485939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003998966,"about_ca_topic_score_gemma":0.0008426664,"domain_scores_codex":[0.9997913,0.00007674522,0.00003023492,0.00003332963,0.0000404809,0.0000278573],"domain_scores_gemma":[0.9996608,0.0001033779,0.0001111464,0.00001603322,0.00003591174,0.00007271374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04646776,0.004398698,0.1698066,0.001834794,0.001007251,0.002549579,0.0003676741,0.0007923219,0.03728038,0.0001464166,0.001628211,0.7337204],"study_design_scores_gemma":[0.00576393,0.1164073,0.8378184,0.000341947,0.001740205,0.01406567,0.0003670623,0.002555438,0.01175732,0.0001007666,0.009048169,0.00003387908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877619,0.0109926,0.00008034283,0.00005793851,0.00001633517,0.00003874684,0.00008091113,0.00000969658,0.0009615494],"genre_scores_gemma":[0.9983778,0.001210995,0.0001172873,0.000051864,0.00002405617,0.00001336715,0.00008159765,9.614763e-7,0.0001220575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006914015,"threshold_uncertainty_score":0.002313018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008390645556148357,"score_gpt":0.2572476845877216,"score_spread":0.2488570390315732,"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."}}