{"id":"W3043142963","doi":"10.1007/s11938-020-00299-7","title":"Novel Therapeutics for the Treatment of IBD: Current Status and Future Directions","year":2020,"lang":"en","type":"article","venue":"Current Treatment Options in Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Vedolizumab; Ustekinumab; Adverse effect; Ulcerative colitis; Janus kinase; Clinical trial; Intensive care medicine; Disease; Pharmacology; Adalimumab; Immunology; Internal medicine; Cytokine","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":[],"consensus_categories":[],"category_scores_codex":[0.00003186093,0.0002148339,0.0001845028,0.00005022166,0.00009690376,0.00001088865,0.00008470949,0.00005472767,0.000006750546],"category_scores_gemma":[0.000006344321,0.0001517569,0.0001493723,0.00005755518,0.0001391443,0.000004548738,0.00002806887,0.00004678261,0.000001230622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007128227,"about_ca_system_score_gemma":0.0000549015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004384959,"about_ca_topic_score_gemma":0.0001397666,"domain_scores_codex":[0.999006,0.00006088462,0.0002494997,0.0003304279,0.0000554381,0.0002977311],"domain_scores_gemma":[0.9994785,0.00002463801,0.00009165776,0.0002495148,0.00005400773,0.0001016765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004824799,0.008513785,0.6049062,0.0001302305,0.001163498,0.000004582973,0.002675652,0.000974607,0.009882449,0.001131763,0.0002508601,0.3655416],"study_design_scores_gemma":[0.007521696,0.004814467,0.3048443,0.00001109357,0.0004110923,0.000007680507,0.0002893753,0.001088255,0.0003520332,0.00002135975,0.6804848,0.0001538365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779756,0.01603019,0.002590867,0.001101274,0.0007335647,0.001021901,0.0005253405,0.00001443844,0.000006828311],"genre_scores_gemma":[0.8806211,0.1158695,0.0008215359,0.0001326316,0.000889031,0.00112201,0.0004964345,0.00003403885,0.00001373451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.680234,"threshold_uncertainty_score":0.6188469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366405081528883,"score_gpt":0.3026203558646646,"score_spread":0.2689563050493758,"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."}}