{"id":"W4309243113","doi":"10.1093/gastro/goac061","title":"Immunomodulators: still having a role?","year":2022,"lang":"en","type":"review","venue":"Gastroenterology report","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Infliximab; Methotrexate; Ulcerative colitis; Crohn's disease; Inflammatory bowel disease; Disease; Intensive care medicine; Biologic Agents; Immunology; Internal medicine","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":[0.0009900631,0.0008468638,0.00182858,0.00125424,0.0004452445,0.002193775,0.000980677,0.002269314,0.003646553],"category_scores_gemma":[0.001117098,0.0002285359,0.0005056766,0.001493597,0.001342206,0.004109256,0.0008938292,0.003757104,0.002688245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007141015,"about_ca_system_score_gemma":0.001191319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007112527,"about_ca_topic_score_gemma":0.00142259,"domain_scores_codex":[0.9996688,0.00008745064,0.00005020689,0.0000503763,0.0001049085,0.00003836384],"domain_scores_gemma":[0.9994004,0.0003206846,0.00006532155,0.00002297669,0.0001200894,0.00007053284],"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":[0.0001369681,0.00005075908,0.0002558409,0.01221864,0.00008628691,0.0005111825,0.0001374703,0.0001265236,0.001311675,0.01058339,0.06577007,0.9088112],"study_design_scores_gemma":[0.00001778716,0.0000595307,0.0003747269,0.003659354,0.00005938628,0.00216714,0.0001331386,0.00002406116,0.0001474066,0.003363918,0.9899805,0.00001308696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003643326,0.9979104,0.00003793113,0.001113874,0.0004751988,6.402407e-7,0.000003485957,0.000003392181,0.0004185586],"genre_scores_gemma":[0.0004539136,0.9970248,0.00008085794,0.0009655972,0.0009627362,0.000001815425,0.000009024593,0.000001544328,0.0004997521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003646553,"threshold_uncertainty_score":0.01219893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624814035639954,"score_gpt":0.2806201614483431,"score_spread":0.2643720210919436,"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."}}