{"id":"W4386624403","doi":"10.1001/jama.2023.15389","title":"Ulcerative Colitis in Adults","year":2023,"lang":"en","type":"review","venue":"JAMA","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":625,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Ulcerative colitis; Gastroenterology; Calprotectin; Infliximab; Colonoscopy; Inflammatory bowel disease; Colectomy; Adalimumab; Colorectal cancer; Pancolitis; Vedolizumab; Cancer; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002304046,0.0004628144,0.0005457937,0.0006228013,0.000747961,0.0006625367,0.000219963,0.0008166973,0.03658401],"category_scores_gemma":[0.001449426,0.00008704286,0.0003064648,0.001164726,0.0001894475,0.0007315243,0.000694842,0.001072391,0.01204987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707235,"about_ca_system_score_gemma":0.0006372234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142478,"about_ca_topic_score_gemma":0.002920374,"domain_scores_codex":[0.9996773,0.00004568326,0.00004365442,0.00005006617,0.00009191408,0.00009150049],"domain_scores_gemma":[0.9994894,0.00004368769,0.0001603473,0.00001928046,0.0001241978,0.0001629998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003457533,0.0004658099,0.168113,0.00181995,0.00007933849,0.004537345,0.0004298757,0.00004917246,0.0008508187,0.002209715,0.5164014,0.3046978],"study_design_scores_gemma":[0.0001417931,0.0003000037,0.2614163,0.00318041,0.0001126202,0.01085168,0.0005158064,0.00008670779,0.0001373178,0.001314598,0.7219107,0.00003210395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.137274,0.1909928,0.001452153,0.05192037,0.01124677,0.00159168,0.0304029,0.0007131091,0.5744063],"genre_scores_gemma":[0.5611781,0.1273111,0.003648709,0.0596163,0.009931076,0.001585596,0.02298371,0.0001418406,0.2136035],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03658401,"threshold_uncertainty_score":0.1223857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952456949889019,"score_gpt":0.3024096634926852,"score_spread":0.282885093993795,"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."}}