{"id":"W3022012211","doi":"10.1136/gutjnl-2018-bsgabstracts.148","title":"PWE-016 Dermatological reactions associated with anti –TNF therapy in inflammatory bowel disease: an12 years experience","year":2018,"lang":"en","type":"article","venue":"","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Tumor necrosis factor alpha; Dermatology; Gastroenterology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0000961623,0.0001816283,0.0002574663,0.0001207088,0.00009466083,0.00003514397,0.0001370876,0.0001015483,0.0009230343],"category_scores_gemma":[0.0003482932,0.0001317594,0.00006922601,0.0002743491,0.0004689823,0.0002027097,0.00004297815,0.0001627662,0.0001053763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050995,"about_ca_system_score_gemma":0.0002676634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000575724,"about_ca_topic_score_gemma":0.0000234651,"domain_scores_codex":[0.9985951,0.00007810185,0.0003003584,0.0003254489,0.0003343368,0.0003667199],"domain_scores_gemma":[0.9990442,0.00009349001,0.0000994998,0.0004263963,0.0001136004,0.0002227702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003660884,0.000594772,0.9942817,0.000009789138,0.00005226941,0.0006170499,0.0006418911,0.000002730504,0.001069992,0.0002643748,0.001481419,0.0006179439],"study_design_scores_gemma":[0.001627896,0.0001576536,0.9931005,0.000175115,0.00002182164,0.00004172229,0.0004563312,0.0001078726,0.0005872434,0.00004842999,0.003487968,0.000187443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961269,0.0003783168,0.00004748748,0.0004232604,0.00006859571,0.0004120626,0.000005246888,0.0002945636,0.002243529],"genre_scores_gemma":[0.9973303,0.0001075066,0.0001093698,0.0008073366,0.00005302256,0.00007805753,0.00002380842,0.00002938099,0.001461192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002006549,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740211885152863,"score_gpt":0.2780760606662623,"score_spread":0.2606739418147336,"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."}}