{"id":"W4381112887","doi":"10.1136/gutjnl-2023-bsg.57","title":"O58 Risankizumab therapy in crohn’s patients results in sustained improvements in endoscopic outcomes: FORTIFY post-hoc analysis","year":2023,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Maintenance therapy; Placebo; Post-hoc analysis; Crohn's disease; Internal medicine; Gastroenterology; Randomized controlled trial; Clinical endpoint; Surgery; Disease; Chemotherapy","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":[0.007939958,0.001456567,0.003705052,0.0003960767,0.0002900759,0.001005899,0.001013001,0.001026698,0.008436791],"category_scores_gemma":[0.005196145,0.000458961,0.007543434,0.00029739,0.0006898804,0.001034763,0.0006820581,0.002147516,0.0006374801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857919,"about_ca_system_score_gemma":0.001093367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000865656,"about_ca_topic_score_gemma":0.001020616,"domain_scores_codex":[0.9953733,0.002991284,0.0002172418,0.0005790635,0.0002691683,0.0005700348],"domain_scores_gemma":[0.992874,0.004546211,0.0008355787,0.0007901946,0.0003602362,0.0005936293],"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":[0.964011,0.002899104,0.004918005,0.000495507,0.00860311,0.0001040556,0.00005381229,0.001111485,0.003387707,0.00009785448,0.00248303,0.01183536],"study_design_scores_gemma":[0.3249712,0.5030102,0.1094186,0.0001613545,0.0263265,0.0002712047,0.0002790951,0.01451482,0.01353593,0.0007360537,0.006620679,0.0001544028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920666,0.001445179,0.001167678,0.0003821574,0.0003138776,0.000652976,0.001901916,0.00008955046,0.001979952],"genre_scores_gemma":[0.9931432,0.0002890656,0.001272716,0.0004044404,0.0002178688,0.000827901,0.001520481,0.00004089404,0.00228347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008436791,"threshold_uncertainty_score":0.04199106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501908594868405,"score_gpt":0.3135816049438517,"score_spread":0.2985625189951677,"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."}}