{"id":"W4387751121","doi":"10.14309/01.ajg.0000953016.91904.06","title":"S844 Early Symptomatic Improvement With Guselkumab Induction Treatment in Moderately to Severely Active Ulcerative Colitis: Results From the Phase 3 QUASAR Induction Study","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Ulcerative colitis; Internal medicine; Gastroenterology; Placebo; Population; Randomization; Clinical endpoint; Randomized controlled trial; Surgery; Colonoscopy; Colorectal cancer; Disease; Cancer","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":[0.0004906512,0.0002562421,0.0007448832,0.0002571819,0.0001415552,0.00003150379,0.0002263524,0.00002512085,0.00001093617],"category_scores_gemma":[0.0001190773,0.0001348965,0.0000973013,0.00050101,0.0002642867,0.0001286694,0.00006100613,0.0003617704,0.00001542503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005604919,"about_ca_system_score_gemma":0.0002053224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541894,"about_ca_topic_score_gemma":0.0007759552,"domain_scores_codex":[0.9973767,0.0008263374,0.0007079002,0.0002871423,0.0003995989,0.0004023089],"domain_scores_gemma":[0.9980931,0.0002398264,0.0009035764,0.0004184367,0.0002103797,0.0001347221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8453196,0.005357018,0.02951891,0.000006037259,0.003410659,0.0006992054,0.07696763,0.002926729,0.001457205,0.000002958651,0.0005477233,0.03378631],"study_design_scores_gemma":[0.01203826,0.1137431,0.8375959,0.0000984318,0.0003811462,0.0002566255,0.03533359,0.0001368812,0.0002924838,0.00004296885,0.00001115067,0.00006946272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918053,0.000008671296,0.000122684,0.006460474,0.0001402668,0.001356374,0.00006795309,0.00003074027,0.00000760107],"genre_scores_gemma":[0.9987913,0.00002559425,0.0001105197,0.0006838794,0.000183992,0.0001187551,0.00001724815,0.00003126217,0.00003747721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8332813,"threshold_uncertainty_score":0.550092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300118481879128,"score_gpt":0.3015406499010856,"score_spread":0.2785394650822943,"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."}}