{"id":"W2294831438","doi":"10.2147/btt.s71679","title":"Selective biologics for ulcerative colitis and Crohn's disease - clinical utility of vedolizumab","year":2016,"lang":"en","type":"review","venue":"Biologics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Vedolizumab; Ulcerative colitis; Medicine; Crohn's disease; Dermatology; Gastroenterology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007498065,0.0005266432,0.001268448,0.00005356644,0.0001128243,0.00001682027,0.0003615587,0.001035538,0.00002107066],"category_scores_gemma":[0.002309521,0.0003411038,0.0007935311,0.00007119445,0.0008493828,0.000003971609,0.0003186159,0.0001863656,0.000007999578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134792,"about_ca_system_score_gemma":0.0008560128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001374655,"about_ca_topic_score_gemma":0.00000782911,"domain_scores_codex":[0.9967487,0.0008475652,0.0009273599,0.0009750364,0.00008505251,0.0004162215],"domain_scores_gemma":[0.9977216,0.0003385464,0.00070337,0.0006123246,0.0003406486,0.000283546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003031802,0.000294322,0.00271993,0.007833859,0.0007898008,0.000074804,0.000009776099,7.906543e-8,0.00001510186,0.001260927,0.005158498,0.9788111],"study_design_scores_gemma":[0.0007334973,0.0005406726,0.05143885,0.001002769,0.0004140284,0.000005896985,0.000007097199,0.000003944294,0.00001605762,0.0008562108,0.9443933,0.0005877214],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004974059,0.9836888,0.00042765,0.00001197906,0.0004127307,0.002645267,0.007489345,0.00003057746,0.0003196486],"genre_scores_gemma":[0.005468475,0.9918188,0.000332249,0.000071715,0.0005566278,0.0003570517,0.001160298,0.00004006961,0.0001947028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9782234,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06380168037548088,"score_gpt":0.3783033762804262,"score_spread":0.3145016959049453,"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."}}