{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007484868,0.0007424548,0.001257633,0.001298226,0.000256807,0.001470834,0.0006671066,0.001749148,0.006800645],"category_scores_gemma":[0.001195872,0.0001810372,0.0004256352,0.001389123,0.0005324046,0.001763038,0.0008220949,0.002477261,0.00367256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006004657,"about_ca_system_score_gemma":0.001373294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005885056,"about_ca_topic_score_gemma":0.001209586,"domain_scores_codex":[0.9997223,0.0000647148,0.0000382865,0.00004491214,0.00009484516,0.00003488599],"domain_scores_gemma":[0.9996201,0.0001579912,0.00005287305,0.00001100851,0.00009579672,0.00006217491],"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":[0.0002346001,0.00006890098,0.0002093146,0.01163063,0.00008209785,0.0002717089,0.00005792888,0.0003085739,0.001681871,0.005801311,0.1496367,0.8300163],"study_design_scores_gemma":[0.00003233884,0.00007351114,0.0004022848,0.002843764,0.0000706086,0.0005725203,0.0000378478,0.00005096559,0.0001689067,0.001758161,0.9939781,0.00001108682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001111171,0.9916248,0.0001530623,0.001901636,0.004020972,0.000006353152,0.00002958743,0.00001367091,0.002138905],"genre_scores_gemma":[0.001054677,0.9867851,0.0003169653,0.00299216,0.005860321,0.00001179315,0.00007702537,0.00000699396,0.002894876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006800645,"threshold_uncertainty_score":0.02275044,"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."}}