{"id":"W4308053112","doi":"10.1007/s11894-022-00853-6","title":"Article Topic: Positioning Ulcerative Colitis Therapies in 2022 and Beyond","year":2022,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Ulcerative colitis; Intensive care medicine; Clinical trial; Randomized controlled trial; Disease; Bioinformatics; Pharmacology; 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":[0.0002335413,0.0002753459,0.0005271474,0.0001378367,0.0001204456,0.00003779626,0.0001009326,0.000122891,0.0001929446],"category_scores_gemma":[0.00004582663,0.0002875203,0.0001809411,0.00005834998,0.0001413031,0.000006038433,0.0002818196,0.0003259876,0.000001916719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006931589,"about_ca_system_score_gemma":0.0001340091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004358724,"about_ca_topic_score_gemma":0.0001687268,"domain_scores_codex":[0.9979533,0.0004378489,0.0005607346,0.0005945586,0.0001112049,0.0003423664],"domain_scores_gemma":[0.9991566,0.00001310697,0.0003501153,0.0003625441,0.00002462021,0.00009300574],"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":[0.000568807,0.0005664179,0.07513115,0.004073355,0.0006688878,0.007675845,0.0004963351,0.000008484418,0.00005838498,0.0001616416,0.003558268,0.9070324],"study_design_scores_gemma":[0.0003337438,0.000218517,0.02055656,0.0003070869,0.0001631576,0.001522277,0.00005087096,0.000001768986,0.000002212827,0.00007128096,0.9765548,0.0002177787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1246129,0.8739206,0.00001549648,0.00002048584,0.0006078478,0.000617692,0.00005537422,0.0000122876,0.0001372607],"genre_scores_gemma":[0.003964363,0.9943203,0.00002797916,0.00009816563,0.0001695711,0.0005516367,0.0007539526,0.00003427279,0.000079704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9729965,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660046316440721,"score_gpt":0.2945948261656376,"score_spread":0.2779943630012304,"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."}}