{"id":"W2809588344","doi":"10.1177/1756284818783614","title":"Vedolizumab and early postoperative complications in nonintestinal surgery: a case-matched analysis","year":2018,"lang":"en","type":"article","venue":"Therapeutic Advances in Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"UCB Pharma; Sun Pharma; Takeda Oncology; Gilead Sciences; University of Chicago; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Vedolizumab; Perioperative; Surgery; Ulcerative colitis; Inflammatory bowel disease; Internal medicine; 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":[0.0001832168,0.0001533702,0.0002521497,0.00021028,0.00005596574,0.00001128194,0.0001087374,0.00006304553,0.00001739022],"category_scores_gemma":[0.00003025775,0.0001544189,0.00006039337,0.000181951,0.0004226428,0.00001336959,0.00006717397,0.00009460853,0.000004510337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002415531,"about_ca_system_score_gemma":0.00003087032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004156781,"about_ca_topic_score_gemma":0.005470736,"domain_scores_codex":[0.9987403,0.0002371653,0.0002828921,0.0003668926,0.00005256063,0.0003201692],"domain_scores_gemma":[0.9994649,0.00003924154,0.00008901153,0.0002721946,0.00007286058,0.00006175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009591153,0.00007685615,0.9943776,0.000005157118,0.00008886607,0.0002615085,0.0002486434,0.0001145047,0.002047135,0.0001068975,0.000004313717,0.001709401],"study_design_scores_gemma":[0.0007928665,0.0003964515,0.9966069,0.00001041483,0.00005656161,0.0004643399,0.0001570029,0.0006003042,0.0001499339,0.0002731414,0.0003782255,0.0001138897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993763,0.0003732457,0.005303322,0.0002229683,0.00004592727,0.000167616,0.00001350403,0.000009220457,0.0001012103],"genre_scores_gemma":[0.9983289,0.00007984317,0.0007181696,0.0007272444,0.00003626753,0.00006272401,0.00002300052,0.00001282188,0.00001103817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005429169,"threshold_uncertainty_score":0.629702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144452840463385,"score_gpt":0.2826288739610682,"score_spread":0.2711843455564343,"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."}}