{"id":"W2013848276","doi":"10.1016/j.jcol.2014.05.003","title":"Risk factors for postoperative endoscopic recurrence in Crohn's disease: a Brazilian observational study","year":2014,"lang":"en","type":"article","venue":"Journal of Coloproctology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Crohn's disease; Univariate analysis; Surgery; Colonoscopy; Retrospective cohort study; Multivariate analysis; Disease; Internal medicine; Risk factor; Family history; Colorectal cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004458873,0.0001460651,0.0002422142,0.00009982667,0.00007874407,0.00001606008,0.0002430977,0.00009233312,0.00002046969],"category_scores_gemma":[0.00209718,0.0001256964,0.0001067249,0.00007122137,0.00007589591,0.00001320847,0.00004523553,0.0001562339,0.00000177304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003316301,"about_ca_system_score_gemma":0.0003668013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004877273,"about_ca_topic_score_gemma":0.000179103,"domain_scores_codex":[0.998678,0.0003031076,0.0004548682,0.0002134419,0.000138887,0.0002116628],"domain_scores_gemma":[0.9988302,0.0001233862,0.0003701326,0.0001687514,0.0003658325,0.000141695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001386502,0.0003373497,0.9951161,0.00001631781,0.00006310232,0.00007847926,0.0002393335,0.0002640102,0.001411303,0.0002016475,0.000453595,0.0004323283],"study_design_scores_gemma":[0.00194999,0.0009790307,0.9932864,0.00001324559,0.00004400498,0.000005828095,0.0001785464,0.0001150209,0.0003828353,0.0004452377,0.002486178,0.0001136723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978847,0.0001038637,0.0009403751,0.0001580976,0.0003184098,0.0005225494,0.00003524085,0.000002862767,0.0000339211],"genre_scores_gemma":[0.9989884,0.00001680236,0.0004972633,0.0001930425,0.0001512756,0.00004553344,0.00002326488,0.00001262615,0.00007182052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032583,"threshold_uncertainty_score":0.5125749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363903168447192,"score_gpt":0.3096347722808774,"score_spread":0.2859957405964055,"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."}}