{"id":"W4206979623","doi":"10.1093/ecco-jcc/jjab232.779","title":"P658 Evolution of disease phenotype, time to biological therapy and medium-, long-term colectomy rates in Ulcerative Colitis patients in Western Hungary – a population-based study between 2007–2018, data from the Veszprem county cohort","year":2022,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Ulcerative colitis; Colectomy; Population; Internal medicine; Incidence (geometry); Disease; Cohort; Prospective cohort study; Inflammatory bowel disease; Proctitis; Colitis","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":[0.0003309336,0.0001700716,0.0003486653,0.0009458947,0.0002146107,0.0006049267,0.0002834236,0.0001935013,0.001010348],"category_scores_gemma":[0.000735419,0.0002384189,0.0004065463,0.001198321,0.0002261125,0.0003007213,0.0003914353,0.000240224,0.0001922084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724919,"about_ca_system_score_gemma":0.0001908932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005816484,"about_ca_topic_score_gemma":0.003851434,"domain_scores_codex":[0.9996456,0.00005662499,0.00005857152,0.0001015142,0.00007150114,0.00006617051],"domain_scores_gemma":[0.9995285,0.00005735075,0.0002471065,0.00004453432,0.00004649427,0.00007604126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012336,0.00002246008,0.9984378,0.000009701042,0.00006221674,0.0001601,0.00005487332,0.00003663993,0.0002207324,0.000008208276,0.0000731863,0.000812778],"study_design_scores_gemma":[0.000003916865,0.00001858745,0.9995913,0.000001653836,0.00001092039,0.0001617566,0.00007606758,0.00004630813,0.00002593245,0.000002881026,0.00005973734,9.988296e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993178,0.00008701229,0.00002971543,0.000006636451,0.000001560592,0.000003344434,0.0004389697,0.000001099709,0.0001139961],"genre_scores_gemma":[0.9990711,0.00006485683,0.00002796615,0.000006466183,0.000004148761,0.000004928881,0.0007605273,9.893703e-7,0.00005884583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005816484,"threshold_uncertainty_score":0.01156527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591031953356532,"score_gpt":0.268109514049283,"score_spread":0.2521991945157177,"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."}}