{"id":"W4390969961","doi":"10.1371/journal.pone.0290887","title":"Safety of perioperative treatment with biologics in patients with inflammatory bowel disease undergoing bowel surgery: Experience from a large urban center","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Celltrion; Division of Electrical, Communications and Cyber Systems; Crohn's and Colitis Foundation; Intuitive Surgical; Biogen; Amgen; Pfizer; Eli Lilly and Company; Hexal AG","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Perioperative; Surgery; Retrospective cohort study; Infliximab; Colectomy; Abdominal surgery; Crohn's disease; Abscess; Colorectal surgery; Single Center; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009677312,0.0001868943,0.0002708133,0.0005172291,0.0004933731,0.0006666054,0.0002657718,0.0002943753,0.0008445478],"category_scores_gemma":[0.003452211,0.0001796329,0.0002722813,0.0007218798,0.0003809967,0.0003849073,0.0005644145,0.0004088043,0.0001331645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493363,"about_ca_system_score_gemma":0.0007607891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963177,"about_ca_topic_score_gemma":0.00250819,"domain_scores_codex":[0.9991549,0.0003490018,0.0001207828,0.00008953803,0.0001547967,0.0001309215],"domain_scores_gemma":[0.9952965,0.001043082,0.00250517,0.0001641959,0.0003158072,0.000675193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175303,0.0001132215,0.9927649,0.00003072197,0.00002949483,0.0005708789,0.0004886684,0.00005126144,0.0001825361,0.00001538603,0.0001434059,0.005491974],"study_design_scores_gemma":[0.00002521776,0.001267677,0.9903594,0.00005514576,0.00006603327,0.00346515,0.003156013,0.0002246201,0.0003018088,0.00002581465,0.001035497,0.00001767953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992577,0.0003564487,0.00006313096,0.00007546079,0.000003985169,0.000005176676,0.00003360264,0.00000157089,0.0002029655],"genre_scores_gemma":[0.9990819,0.0005731192,0.0001072975,0.0000766991,0.00002133602,0.000007029789,0.00008487494,0.000001473833,0.00004628427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001963177,"threshold_uncertainty_score":0.005117893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047712381549941,"score_gpt":0.2033415640772369,"score_spread":0.1928644402617375,"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."}}