{"id":"W2050649636","doi":"10.1097/mib.0b013e318281f3bb","title":"A Review of Mortality and Surgery in Ulcerative Colitis","year":2013,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Ulcerative colitis; Colectomy; Mortality rate; Inflammatory bowel disease; Cohort; Population; Internal medicine; Colitis; Disease; Surgery; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004903863,0.0006886445,0.001768807,0.0002175478,0.00005167621,0.00003441711,0.0003270704,0.0003759995,0.0001606483],"category_scores_gemma":[0.0007565141,0.00063702,0.0008206571,0.0001593239,0.0003720277,0.00002134081,0.0002643767,0.0002031078,0.00003852049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000655499,"about_ca_system_score_gemma":0.001401292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002281692,"about_ca_topic_score_gemma":0.00009777951,"domain_scores_codex":[0.9961343,0.0008716087,0.001493877,0.0007751128,0.0002843482,0.0004407272],"domain_scores_gemma":[0.9975029,0.0001486155,0.000819859,0.000962791,0.0002004179,0.0003653684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001113941,0.0002441892,0.0255138,0.7850072,0.0007174748,0.0007686674,0.0000193556,7.659316e-7,0.000003247909,0.0001532289,0.0298629,0.1575978],"study_design_scores_gemma":[0.0002676689,0.00002348118,0.1365007,0.1248264,0.0009688349,0.00002477862,0.00001174447,0.000001288073,0.000003012112,0.00004486084,0.7364262,0.0009010761],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009712941,0.9872212,0.000001130185,0.000006017536,0.0001313382,0.001973183,0.000725223,0.00002405147,0.000204932],"genre_scores_gemma":[0.0001556756,0.9971875,0.00001194718,0.0002630369,0.0002194556,0.001079883,0.0009023727,0.00008972157,0.00009041491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7065633,"threshold_uncertainty_score":0.9996081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151022012611163,"score_gpt":0.3097499056628286,"score_spread":0.278239685536717,"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."}}