{"id":"W3115125438","doi":"10.1097/dcr.0000000000001721","title":"Crohn’s Disease after Proctocolectomy and IPAA for Ulcerative Colitis","year":2020,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Ulcerative colitis; Proctocolectomy; Internal medicine; Retrospective cohort study; Gastroenterology; Crohn's disease; Univariate analysis; Incidence (geometry); Disease; Pancolitis; Inflammatory bowel disease; Colitis; Colectomy; Cohort; Surgery; Colonoscopy; Multivariate analysis; Colorectal cancer; Cancer","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":[0.0005276999,0.0002530816,0.0004287047,0.0007166666,0.0007482626,0.0005945241,0.0003514084,0.0003793009,0.001465598],"category_scores_gemma":[0.001773406,0.0002354755,0.0004069942,0.0009213779,0.0004646856,0.000480561,0.0003854241,0.0005824002,0.0001656954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063887,"about_ca_system_score_gemma":0.001248798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00517513,"about_ca_topic_score_gemma":0.01017268,"domain_scores_codex":[0.999539,0.00005652642,0.00004386747,0.00009424535,0.0001281281,0.0001383025],"domain_scores_gemma":[0.9973199,0.000302901,0.001583752,0.00009092822,0.0001467788,0.0005557995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005912865,0.00001452967,0.9987183,0.000007807718,0.000009668905,0.0005027707,0.00001673372,0.000009565614,0.00006692433,0.000005394638,0.0000248001,0.0005644105],"study_design_scores_gemma":[0.000005620525,0.0001119813,0.9961063,0.00001047158,0.00001389133,0.003493227,0.00007227369,0.00003807252,0.00003887972,0.000008998464,0.00009783426,0.000002352997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990569,0.0004986863,0.0000407764,0.00003024589,0.00000697429,0.000008895167,0.00008728166,0.000001998759,0.0002681592],"genre_scores_gemma":[0.9992628,0.0003106607,0.00005759615,0.00001942183,0.00002333293,0.000005237314,0.0002173565,9.098258e-7,0.0001027132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00517513,"threshold_uncertainty_score":0.01029003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007045976087527244,"score_gpt":0.2334511482564962,"score_spread":0.226405172168969,"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."}}