{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000526118,0.0005997526,0.001074556,0.0001598934,0.0001240794,0.00002778609,0.0006240124,0.000391825,0.0003001946],"category_scores_gemma":[0.0001631257,0.0006035156,0.0009476726,0.00006991552,0.0001360999,0.000004235726,0.0008576909,0.0005117788,0.0000470683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028002,"about_ca_system_score_gemma":0.0004233569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000621971,"about_ca_topic_score_gemma":0.00001791731,"domain_scores_codex":[0.9965565,0.0004246185,0.001040314,0.001071334,0.0002356775,0.0006715801],"domain_scores_gemma":[0.9973072,0.0000108819,0.0008983799,0.001550506,0.00005018216,0.0001828446],"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":[0.001380165,0.001068947,0.06100394,0.01229427,0.007177198,0.0799972,0.0001246933,0.000058493,0.0003213792,0.00003632053,0.01515475,0.8213826],"study_design_scores_gemma":[0.0002217806,0.0002058954,0.001342147,0.0002104519,0.0005082142,0.009982841,0.00001105827,9.620461e-7,0.00000110277,0.000005016089,0.9872292,0.0002813674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01087345,0.9863814,0.00006213358,0.000006497762,0.0009590687,0.0007396107,0.00009623799,0.00005935123,0.0008222269],"genre_scores_gemma":[0.0006708034,0.9933538,0.0001402309,0.0001613751,0.0005503959,0.0006540385,0.003225254,0.0001612897,0.001082825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9720744,"threshold_uncertainty_score":0.9996416,"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."}}