{"id":"W4390414279","doi":"10.1016/j.det.2023.12.002","title":"Treatment of Pyoderma Gangrenosum","year":2023,"lang":"en","type":"article","venue":"Dermatologic Clinics","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pyoderma gangrenosum; Dermatology; Pathology; Disease","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":[0.00006567704,0.0001264885,0.0004540224,0.000108148,0.00004497733,0.000003747647,0.00006691553,0.0001318513,0.000107061],"category_scores_gemma":[0.000100121,0.00009455445,0.0001976537,0.0002742571,0.0001000417,0.0000324473,0.00002585332,0.00006076966,0.0005952806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001844837,"about_ca_system_score_gemma":0.00008705499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004442371,"about_ca_topic_score_gemma":0.000001011405,"domain_scores_codex":[0.9989782,0.00002941797,0.0004780347,0.000163722,0.0001322328,0.0002184243],"domain_scores_gemma":[0.9992826,0.0001365536,0.0001393809,0.0003321336,0.00005211626,0.00005721914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002762673,0.001064539,0.8694799,0.0003385258,0.0003902199,0.001421942,0.001712878,0.00004018272,0.0006387509,0.003903003,0.03827681,0.08245695],"study_design_scores_gemma":[0.007448312,0.001537966,0.313297,0.00008168335,0.0003123139,0.000539633,0.00212917,0.005689953,0.004650538,0.00173418,0.6621959,0.000383375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879894,0.0007556571,0.00002552012,0.002459016,0.0002246921,0.000271366,0.000008286137,0.0002793875,0.007986624],"genre_scores_gemma":[0.995212,0.002387259,0.0001551307,0.0005739695,0.00002758211,0.00002316924,0.00009511893,0.0000168275,0.00150895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6239191,"threshold_uncertainty_score":0.7651325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033071046455108,"score_gpt":0.3455124488121056,"score_spread":0.2951817383475545,"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."}}