{"id":"W2954614475","doi":"10.1053/j.gastro.2019.06.037","title":"Effects of Ustekinumab on Histologic Disease Activity in Patients With Crohn’s Disease","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Janssen Research and Development; Atlantic Healthcare; Ferring Pharmaceuticals; Kyowa Hakko Kirin; Genentech; Janssen Scientific Affairs; Ipsen Biopharmaceuticals; Biogen; Tillotts Pharma; Boehringer Ingelheim; Janssen Pharmaceuticals; Gilead Sciences; Roche; Meso Scale Diagnostics; Johnson and Johnson; Takeda Pharmaceutical Company; AbbVie; Merck; Pfizer; Shire; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Ustekinumab; Medicine; Crohn's disease; Dermatology; Disease; Crohn disease; Gastroenterology; Internal medicine; Infliximab","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":[0.003299498,0.0003107153,0.001123237,0.0003349344,0.0002684237,0.0004096784,0.0002425025,0.0003329618,0.0009986178],"category_scores_gemma":[0.004516357,0.0001720465,0.0008487141,0.0004075789,0.000353844,0.000334067,0.000299945,0.0006086557,0.0001017181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193092,"about_ca_system_score_gemma":0.0002720532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003872084,"about_ca_topic_score_gemma":0.001347732,"domain_scores_codex":[0.9976586,0.001462404,0.0002176984,0.0001755995,0.0003274673,0.0001583394],"domain_scores_gemma":[0.9952763,0.002211315,0.001631174,0.000232944,0.0002487674,0.0003994354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09999546,0.002381193,0.6946231,0.0006438654,0.002321985,0.0002069845,0.0002953107,0.0007418433,0.01123168,0.00006176679,0.0008440478,0.1866528],"study_design_scores_gemma":[0.00493226,0.03564183,0.9529771,0.00009351874,0.001325744,0.0003327009,0.0001350746,0.0005442396,0.002559228,0.000103114,0.001337769,0.00001747591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930961,0.005962916,0.00009054831,0.0001312748,0.00002034907,0.00003358538,0.0001088184,0.000008360452,0.0005481261],"genre_scores_gemma":[0.9987104,0.0007688454,0.0001619874,0.00009344964,0.00003635792,0.00002677211,0.0001221102,0.000001432406,0.00007874617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299498,"threshold_uncertainty_score":0.01744968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001987984356629027,"score_gpt":0.1797431397050483,"score_spread":0.1777551553484193,"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."}}