{"id":"W4310699072","doi":"","title":"Selective biologics for ulcerative colitis and Crohn's disease – clinical utility of vedolizumab","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vedolizumab; Ulcerative colitis; Medicine; Crohn's disease; Gastroenterology; 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":[0.0002766924,0.0001541031,0.0002932758,0.000201316,0.00009587312,0.0003077398,0.0001165166,0.0002304107,0.002103357],"category_scores_gemma":[0.0003057331,0.00003442653,0.0001837478,0.0001681518,0.00008527085,0.0002153289,0.0001102136,0.0003755378,0.0005164677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618011,"about_ca_system_score_gemma":0.0002759668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002573733,"about_ca_topic_score_gemma":0.001021089,"domain_scores_codex":[0.9999281,0.00001977831,0.000009475324,0.00001010746,0.00002248185,0.000009998645],"domain_scores_gemma":[0.9999019,0.0000313914,0.00002376855,0.000002463948,0.00002429886,0.00001617363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001676226,0.0001520975,0.003254269,0.001541406,0.0000900373,0.0004476716,0.00005045296,0.0000925484,0.01770735,0.001454823,0.01122399,0.9623091],"study_design_scores_gemma":[0.001991372,0.009949355,0.06239579,0.003166007,0.0007591926,0.01456199,0.0003102147,0.0009007231,0.03144985,0.002048576,0.8724237,0.00004317348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03292643,0.9508697,0.0004818825,0.001623617,0.0004377038,0.00002749437,0.00009614636,0.00003447725,0.01350247],"genre_scores_gemma":[0.3934401,0.5878374,0.002121039,0.002327414,0.0007990032,0.00006540692,0.000321137,0.00001285199,0.0130757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002103357,"threshold_uncertainty_score":0.007036448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720929272991279,"score_gpt":0.5320937115627066,"score_spread":0.3600007842635787,"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."}}