{"id":"W2964177143","doi":"10.1093/ibd/izz148","title":"A Population-Based Study of Combination vs Monotherapy of Anti-TNF in Persons With IBD","year":2019,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Adalimumab; Infliximab; Combination therapy; Internal medicine; Inflammatory bowel disease; Ulcerative colitis; Tumor necrosis factor alpha; Crohn's disease; Disease; Population; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007827157,0.0002470208,0.0004043508,0.0009273355,0.001220979,0.0009539602,0.0006204474,0.0006472141,0.001781153],"category_scores_gemma":[0.002650343,0.0003444538,0.0004967559,0.002567559,0.0004506233,0.0004574487,0.0004476611,0.0009701253,0.0002702263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373287,"about_ca_system_score_gemma":0.002750601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4135742,"about_ca_topic_score_gemma":0.4095828,"domain_scores_codex":[0.9991509,0.0001760998,0.00006112918,0.000134684,0.0002924387,0.0001848122],"domain_scores_gemma":[0.9983413,0.000220541,0.0005927351,0.00007963463,0.0003555947,0.000410158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004553851,0.00003222789,0.9993393,0.000007787616,0.00002647808,0.00002452583,0.0001185011,0.000004792332,0.00003198835,0.000003794823,0.00006292416,0.0003020772],"study_design_scores_gemma":[0.000006223759,0.00006093485,0.9993388,0.000007007457,0.00001733117,0.00007129164,0.000340399,0.00002947941,0.000006588411,0.00000352212,0.0001166315,0.00000184077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998179,0.0004164887,0.0000268221,0.0001005476,0.000008441831,0.00002052481,0.0006108102,0.000002315514,0.0006350449],"genre_scores_gemma":[0.9993076,0.0001788608,0.00003730807,0.00007928517,0.000009700183,0.00001190703,0.0002566425,0.000001152352,0.0001174921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4135742,"threshold_uncertainty_score":0.8223338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005450954675165465,"score_gpt":0.229134741830314,"score_spread":0.2236837871551486,"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."}}