{"id":"W4319812793","doi":"10.1093/bjs/znad020","title":"Surgical management of ulcerative colitis","year":2023,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ulcerative colitis; Colitis; General surgery; Surgery; Gastroenterology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003374606,0.0007603068,0.0008433745,0.001235717,0.001160234,0.0009018037,0.0004351263,0.0007309267,0.01638189],"category_scores_gemma":[0.001626393,0.0001654629,0.0008471605,0.0007039137,0.0003778907,0.0006626734,0.001099112,0.00140272,0.005028834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450459,"about_ca_system_score_gemma":0.0007271813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005990752,"about_ca_topic_score_gemma":0.001197168,"domain_scores_codex":[0.9996106,0.00006805863,0.00004943091,0.00004472027,0.0001103616,0.0001169066],"domain_scores_gemma":[0.9994628,0.00008184103,0.0001292244,0.00004567641,0.00009129783,0.0001892031],"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":[0.001048821,0.0007328179,0.04132554,0.004446079,0.0004199427,0.07027054,0.0005221826,0.001014338,0.00881181,0.003237396,0.08602,0.7821506],"study_design_scores_gemma":[0.0003616642,0.002387138,0.08874447,0.005405365,0.0003906164,0.4282535,0.001514885,0.001756749,0.004475734,0.008787532,0.4577554,0.0001669273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2585264,0.4108486,0.04403307,0.02158013,0.01054434,0.001189693,0.002572688,0.002117186,0.2485878],"genre_scores_gemma":[0.7554752,0.1443988,0.02075081,0.01907562,0.008828743,0.000460959,0.005087012,0.0004946297,0.04542823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01638189,"threshold_uncertainty_score":0.05480289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629295843547924,"score_gpt":0.2500350915064264,"score_spread":0.2337421330709472,"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."}}