{"id":"W3126405891","doi":"10.1053/j.gastro.2021.02.002","title":"Ustekinumab for Ulcerative Colitis","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Ustekinumab; Ulcerative colitis; Medicine; Interleukin 23; Immunology; Psoriasis; Immune system; Inflammatory bowel disease; Monoclonal antibody; Blockade; Disease; Antibody; Interleukin 17; Internal medicine; Tumor necrosis factor alpha; Receptor; Infliximab","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008591167,0.0001519511,0.0002881392,0.00004789857,0.000139108,0.000008992883,0.0001008398,0.0001605964,0.001110505],"category_scores_gemma":[0.00004416815,0.0001458229,0.0001464724,0.00004830089,0.00009690905,0.00003964444,0.00005178904,0.00008222487,0.000260805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003567835,"about_ca_system_score_gemma":0.00004299243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008515563,"about_ca_topic_score_gemma":0.000326366,"domain_scores_codex":[0.9987625,0.0002467321,0.0001923043,0.0003247407,0.00001485699,0.0004588952],"domain_scores_gemma":[0.9994851,0.000105426,0.00006372637,0.0002122402,0.0001105043,0.0000229643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02825447,0.002733439,0.2584886,0.0001622369,0.008387763,0.00061415,0.003192216,0.00003419454,0.3070735,0.01793555,0.2072898,0.1658341],"study_design_scores_gemma":[0.03015144,0.004354027,0.4656166,0.0000444463,0.0007799836,0.002677193,0.001012698,0.00001303351,0.1902482,0.001941245,0.3026428,0.0005183814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923259,0.0004939146,0.002688911,0.000976876,0.001749726,0.0002697454,0.0003370963,0.00006714077,0.001090671],"genre_scores_gemma":[0.9904607,0.00004322324,0.0008634808,0.0009208639,0.00009080456,0.0001923248,0.0007104572,0.00001722119,0.006700901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.207128,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674871537788225,"score_gpt":0.2418890760926198,"score_spread":0.2251403607147376,"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."}}