{"id":"W2741630207","doi":"10.1016/j.dld.2017.07.010","title":"Indicators of suboptimal tumor necrosis factor antagonist therapy in inflammatory bowel disease","year":2017,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"Takeda Pharmaceuticals International","keywords":"Medicine; Inflammatory bowel disease; Tumor necrosis factor alpha; Internal medicine; Disease; Tumor necrosis factor α; Gastroenterology; Antagonist; Oncology; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009103609,0.0003954657,0.0007134339,0.001451101,0.0004055881,0.001150881,0.0002643938,0.0005847778,0.0009932054],"category_scores_gemma":[0.004457505,0.0001911357,0.0003331304,0.001943626,0.0003166062,0.000459937,0.0004841773,0.0009214389,0.0002273154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000583566,"about_ca_system_score_gemma":0.0005407156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607702,"about_ca_topic_score_gemma":0.001638903,"domain_scores_codex":[0.9989115,0.0004234025,0.0002330826,0.00008739955,0.0001993152,0.0001453668],"domain_scores_gemma":[0.9949619,0.001082384,0.002776288,0.0001262975,0.0003976083,0.0006556422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003772612,0.00002087147,0.9975187,0.00001914549,0.00003986321,0.00008673088,0.00002073895,0.0001084992,0.0002560173,0.00002301254,0.0000734743,0.001455801],"study_design_scores_gemma":[0.000008680541,0.0002135097,0.9976529,0.00002395422,0.00006449014,0.0006192966,0.0001316722,0.0005664699,0.0003128066,0.00009737581,0.0003002047,0.000008738718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992469,0.003744965,0.0003729036,0.0002936639,0.00003114646,0.00001316483,0.0007212007,0.00002401541,0.002329879],"genre_scores_gemma":[0.9988701,0.0003388379,0.000310292,0.00005226638,0.00002695638,0.000009293241,0.0002875441,0.000002809209,0.0001019628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001607702,"threshold_uncertainty_score":0.004814506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008888597898468388,"score_gpt":0.2418755903712055,"score_spread":0.2329869924727371,"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."}}