{"id":"W2003639200","doi":"10.1155/2014/589632","title":"Atypical Pyoderma Gangrenosum Mimicking an Infectious Process","year":2014,"lang":"en","type":"article","venue":"Case Reports in Infectious Diseases","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pyoderma gangrenosum; Medicine; INFECTIOUS PROCESS; Pyoderma; Infectious disease (medical specialty); Dermatology; Surgery; Broad spectrum; Biopsy; Antibiotics; Disease; Pathology; Immunology; Microbiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002535578,0.0003079512,0.0005187018,0.0003157317,0.0002215772,0.00005965356,0.00004052976,0.0001791991,0.0001908441],"category_scores_gemma":[0.0008665389,0.0002939437,0.0001742658,0.000372915,0.0001732735,0.0003685926,0.00004304655,0.0003192908,0.00002169699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435446,"about_ca_system_score_gemma":0.0002749623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212892,"about_ca_topic_score_gemma":0.0001452767,"domain_scores_codex":[0.9978709,0.0001120288,0.0007254933,0.0005670434,0.0002766157,0.0004479311],"domain_scores_gemma":[0.9984416,0.00007757534,0.000283587,0.0006920589,0.0001739848,0.0003312253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009537506,0.0009452559,0.9357342,0.0003455416,0.00005806862,0.05017946,0.0004100433,0.0004570264,0.00009513619,0.0001911061,0.0002498387,0.01123902],"study_design_scores_gemma":[0.005344264,0.001683713,0.556374,0.0007150591,0.0007584566,0.4110052,0.00107577,0.003304851,0.000673672,0.007990351,0.009594821,0.001479786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989372,0.0003966383,0.0002769674,0.00004429291,0.0004644369,0.0005502107,0.000002794391,0.0005680257,0.008324665],"genre_scores_gemma":[0.9988236,0.00002897002,0.00001246877,0.0005454416,0.0002617292,0.0001332564,0.00005607207,0.00006514011,0.00007327941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793601,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007696901448724455,"score_gpt":0.2767356908347291,"score_spread":0.2690387893860046,"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."}}