{"id":"W3003372449","doi":"10.1093/ibd/izaa012","title":"Vedolizumab Induced Clinical, Endoscopic, and Histological Improvement in Common Variable Immunodeficiency Disease–associated Intestinal Enteropathy","year":2020,"lang":"en","type":"letter","venue":"Inflammatory Bowel Diseases","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Vedolizumab; Common variable immunodeficiency; Enteropathy; Medicine; Diarrhea; Gastroenterology; Internal medicine; Protein losing enteropathy; Inflammatory bowel disease; Disease; Immunology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003728664,0.0009503162,0.001445785,0.0003070742,0.0005483794,0.0001177091,0.001060968,0.001142246,0.000439739],"category_scores_gemma":[0.001097955,0.0009126538,0.0004327203,0.0002653078,0.001058468,0.0002322496,0.0006985615,0.003602072,0.0002718082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820065,"about_ca_system_score_gemma":0.0006267882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728991,"about_ca_topic_score_gemma":0.000007201158,"domain_scores_codex":[0.9939812,0.001229781,0.001989243,0.001363371,0.0002125957,0.001223828],"domain_scores_gemma":[0.9973637,0.0006696513,0.0009108338,0.0008745759,0.0001136639,0.00006755919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005321725,0.008123691,0.6188905,0.003700223,0.002342074,0.01331006,0.00176016,0.00004147549,0.01763053,0.0009203143,0.2940503,0.03390889],"study_design_scores_gemma":[0.009625134,0.001696069,0.6383049,0.001892725,0.001042351,0.00003904678,0.0004341039,0.0001182469,0.0001259827,0.002161124,0.3420543,0.002506048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958037,0.06799024,0.00001788532,0.02894268,0.003614465,0.001739036,0.0007515557,0.0005696585,0.0005706971],"genre_scores_gemma":[0.9116774,0.0005873165,0.000006838955,0.08438979,0.00008478001,0.0003110144,0.00246031,0.0001002148,0.0003823794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06740293,"threshold_uncertainty_score":0.9993324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911953195349676,"score_gpt":0.2532474884184239,"score_spread":0.2341279564649271,"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."}}