{"id":"W2793647945","doi":"10.1093/jcag/gwy008.146","title":"A145 “REAL WORLD” SAFETY AND EFFECTIVENESS OF VEDOLIZUMAB FOR ULCERATIVE COLITIS: RETROSPECTIVE STUDY FROM A TERTIARY CARE CANADIAN CENTRE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vedolizumab; Medicine; Ulcerative colitis; Adverse effect; Internal medicine; Retrospective cohort study; Inflammatory bowel disease; Concomitant; Infliximab; Surgery; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0006596354,0.0001264951,0.0006104361,0.000323386,0.0001448979,0.00001084993,0.0001447585,0.0001024159,0.00006173544],"category_scores_gemma":[0.0004786454,0.0001090242,0.0001375458,0.000115747,0.0001471389,0.00005340799,0.00002484505,0.0002256678,4.372941e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005678235,"about_ca_system_score_gemma":0.001482227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5717454,"about_ca_topic_score_gemma":0.9983183,"domain_scores_codex":[0.9981598,0.0006140886,0.0005043534,0.0001546822,0.0002109355,0.0003561243],"domain_scores_gemma":[0.9972451,0.0001696361,0.0007478434,0.0001651707,0.001321704,0.0003505454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002174243,0.0000410767,0.9924659,0.00003699295,0.0005624308,0.00001210798,0.003826761,0.000001496369,0.0001135093,0.00004139454,0.0006437642,0.00008036198],"study_design_scores_gemma":[0.005750928,0.001854843,0.9899036,0.0002300143,0.0002998141,0.00001804585,0.001305987,0.000007977654,0.0001975326,0.00009888361,0.0002886478,0.00004378127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951922,0.00001538739,0.00001422173,0.002183144,0.0005209913,0.0008829803,0.0009411534,0.00000193736,0.0002479769],"genre_scores_gemma":[0.9991806,0.000005777071,0.0001038318,0.00033703,0.0002213513,0.000004816184,0.00001407962,0.00001432911,0.0001182526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4265729,"threshold_uncertainty_score":0.9981388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004711459679376788,"score_gpt":0.2446194845857919,"score_spread":0.2399080249064151,"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."}}