{"id":"W4402106351","doi":"10.1016/j.jaad.2024.07.823","title":"50982 Evaluating the Clinical Utility of Sulfasalazine in the Treatment of Pyoderma Gangrenosum: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of the American Academy of Dermatology","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Pyoderma gangrenosum; Sulfasalazine; Dermatology; Intensive care medicine; Surgery; Pathology; Disease; Ulcerative colitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035509,0.0004339211,0.008843292,0.0002470123,0.00004039658,0.000004778268,0.001211663,0.0002365189,0.00002100657],"category_scores_gemma":[0.001463293,0.0001588349,0.00290982,0.0009837657,0.00137667,0.00004401617,0.0001123817,0.001420825,0.000007899213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007348441,"about_ca_system_score_gemma":0.0008164642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001245021,"about_ca_topic_score_gemma":0.000001128785,"domain_scores_codex":[0.9873354,0.004823737,0.006582083,0.0002236101,0.0007575083,0.0002775994],"domain_scores_gemma":[0.9852899,0.002289775,0.01150919,0.0007086846,0.0001469546,0.00005554787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000139026,0.0007058264,0.0007939014,0.8669302,0.003418123,0.00007089991,0.0007191757,5.790556e-7,0.000004215091,0.0001090948,0.004250086,0.1228589],"study_design_scores_gemma":[0.001548358,0.002062991,0.001757523,0.7812412,0.05896822,0.01622353,0.001141767,0.00009918312,0.0000131424,0.0002203289,0.1364191,0.0003046751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004147353,0.985296,0.000002585116,0.00792696,0.0001496042,0.002361363,0.00001533375,0.000004554898,0.00009622853],"genre_scores_gemma":[0.009673283,0.9891643,0.00004999799,0.0009260757,0.00006188428,0.00005363806,0.000002409913,0.00003419504,0.00003424938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.132169,"threshold_uncertainty_score":0.6477097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463473353979281,"score_gpt":0.4985600355213499,"score_spread":0.3522127001234218,"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."}}