{"id":"W4407285634","doi":"10.1093/jcag/gwae059.185","title":"A185 ERYTHEMA NODOSUM AS A MARKER FOR OBJECTIVE DISEASE ACTIVITY IN INFLAMMATORY BOWEL DISEASE: A SINGLE CENTER RETROSPECTIVE STUDY","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Erythema nodosum; Medicine; Inflammatory bowel disease; Disease; Single Center; Dermatology; Retrospective cohort study; Internal medicine; Gastroenterology","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":[0.0005521948,0.0001298476,0.000454153,0.0002927673,0.0001180532,0.00001520307,0.0001534891,0.00006688018,0.00001470218],"category_scores_gemma":[0.002037742,0.00009439905,0.0002788776,0.0001332295,0.00007942092,0.00007474891,0.00005588254,0.000281495,9.688849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421404,"about_ca_system_score_gemma":0.0006505931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000559665,"about_ca_topic_score_gemma":0.08705786,"domain_scores_codex":[0.9985116,0.0003345143,0.0004192364,0.0001533041,0.0002654096,0.0003160034],"domain_scores_gemma":[0.9984174,0.0001265868,0.0006170128,0.0001512695,0.0004476434,0.0002400635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00569087,0.0006971462,0.9889462,0.00005038007,0.0004867736,0.00006887184,0.0002188603,0.000009884087,0.00004735749,0.00004367837,0.003708554,0.00003145235],"study_design_scores_gemma":[0.004365987,0.000896495,0.9925941,0.0001263463,0.0002369685,0.000009343808,0.0002463781,0.00002704068,0.00000749558,0.0008425351,0.0006069386,0.00004039158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609857,0.00002434984,0.00001707281,0.03768039,0.0003645953,0.0006174661,0.000071808,0.000004005384,0.0002346436],"genre_scores_gemma":[0.9957652,0.000005455537,0.00001253824,0.003423976,0.00005474569,0.00002841471,0.000001350143,0.000007609699,0.0007006712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08649819,"threshold_uncertainty_score":0.929601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00852260200614318,"score_gpt":0.2555490484253212,"score_spread":0.247026446419178,"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."}}