{"id":"W7062165830","doi":"","title":"Selective biologics for ulcerative colitis and Crohn's disease - clinical utility of vedolizumab","year":2016,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vedolizumab; Ulcerative colitis; Inflammatory bowel disease; Disease; Pathogenesis; Tumor necrosis factor alpha; Adverse effect; Crohn's 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050522,0.0004168901,0.0008116172,0.001256151,0.0001665697,0.0006142401,0.0005212488,0.0007403416,0.002383227],"category_scores_gemma":[0.0005288462,0.00015189,0.0003518957,0.0008092071,0.0002291844,0.0006114947,0.0003267674,0.001133134,0.001380463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000369671,"about_ca_system_score_gemma":0.0005631555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205398,"about_ca_topic_score_gemma":0.001287255,"domain_scores_codex":[0.9998567,0.00002508551,0.00002230369,0.00002179078,0.00006098951,0.000013028],"domain_scores_gemma":[0.9998355,0.00008103525,0.00002052168,0.000003856795,0.00004486537,0.00001430232],"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":[0.0001050143,0.00006026941,0.0001495373,0.006723579,0.0000589494,0.0001284153,0.00004754182,0.0001495942,0.001722849,0.002855107,0.0208356,0.9671637],"study_design_scores_gemma":[0.00004988828,0.000203749,0.001151198,0.002840352,0.00009475126,0.001740374,0.00005594025,0.00009590921,0.0007106372,0.0009478959,0.9920961,0.00001310974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001789794,0.9983171,0.00005383991,0.0001821737,0.0001213566,0.000004308197,0.00001031985,0.000003454303,0.001128441],"genre_scores_gemma":[0.001518314,0.9969897,0.0001540548,0.0001995782,0.000133199,0.000009340548,0.00002609406,0.000001459079,0.0009681339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002383227,"threshold_uncertainty_score":0.007972717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07667667541734428,"score_gpt":0.3952543807750228,"score_spread":0.3185777053576785,"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."}}