{"id":"W4322495252","doi":"10.1089/derm.2022.0065","title":"Failure of Dupilimab with Severe Prurigo Nodularis That Responded Well to Abrocitinib","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Miami; Prurigo nodularis; Medicine; Conceptualization; Dermatology; Prurigo; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007394206,0.0001546493,0.0003617328,0.0002404235,0.00007134226,0.00001312138,0.0001186247,0.000112056,0.0007164347],"category_scores_gemma":[0.00009285371,0.0001266951,0.00008288835,0.0005176308,0.00008608224,0.0001048212,0.00005460962,0.0001288751,0.001029972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001732676,"about_ca_system_score_gemma":0.00009778771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001674207,"about_ca_topic_score_gemma":0.00005074598,"domain_scores_codex":[0.9988896,0.00005988796,0.0002244413,0.0002215643,0.0003199594,0.0002845392],"domain_scores_gemma":[0.9991356,0.0001143486,0.00007506616,0.0003884839,0.0001026735,0.0001838772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002017879,0.00009864219,0.1802747,0.0005103514,0.0001542114,0.001514105,0.001003465,0.00001780326,0.0003635832,0.0002026095,0.8150891,0.0005696388],"study_design_scores_gemma":[0.002440029,0.0001420436,0.7857059,0.0004295037,0.0001464392,0.001398126,0.0009029614,0.00006897281,0.01624942,0.0002737536,0.1920013,0.0002415644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567268,0.0001383365,0.0001388234,0.01925099,0.00009638553,0.0005765021,0.0001232501,0.0002735813,0.02267535],"genre_scores_gemma":[0.99002,0.00003056541,0.001000018,0.004512758,0.00003292941,0.00004823321,0.0001607772,0.00002780266,0.004166892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6230879,"threshold_uncertainty_score":0.9997478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225983617979063,"score_gpt":0.255457809570997,"score_spread":0.2431979733912063,"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."}}