{"id":"W3161299146","doi":"10.1111/jgh.15540","title":"Predictability of simple endoscopic score for Crohn's disease for postoperative outcomes in Crohn's disease","year":2021,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Crohn's disease; Hazard ratio; Internal medicine; Disease; Gastroenterology; Confidence interval; Colectomy; Retrospective cohort study; Medical record; Proportional hazards model; Severity of illness; Inflammatory bowel disease; Surgery; Ulcerative colitis","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":[0.0009430674,0.0003419163,0.0002798265,0.0008260073,0.0001956948,0.0005179042,0.0002536473,0.0003283572,0.001576457],"category_scores_gemma":[0.005568105,0.000133077,0.0004439117,0.0006373679,0.0002886265,0.0003262279,0.000443738,0.0004483517,0.0002034766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682749,"about_ca_system_score_gemma":0.0002798337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009170116,"about_ca_topic_score_gemma":0.001487279,"domain_scores_codex":[0.9995496,0.000129406,0.00007281932,0.00006983885,0.0001138935,0.00006438815],"domain_scores_gemma":[0.995266,0.001395183,0.002182386,0.0001782683,0.000373259,0.0006049772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004898889,0.000005747388,0.9991714,0.000003966308,0.00001203442,0.00002167017,0.000005173914,0.0000321287,0.00003397058,0.000003408665,0.00003094603,0.0006306471],"study_design_scores_gemma":[0.000006561785,0.00007842715,0.9989526,0.000009226133,0.00002031044,0.0002600636,0.00003778453,0.0004851708,0.00004286643,0.00002406195,0.00008016296,0.000002682567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988093,0.0004588453,0.0001229323,0.00004966231,0.0000158981,0.000007256924,0.0001734589,0.000005031175,0.0003575291],"genre_scores_gemma":[0.999622,0.00006285709,0.00009079128,0.000006159622,0.00001291339,0.000003189669,0.0001647243,0.000001030779,0.00003629762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001576457,"threshold_uncertainty_score":0.005273759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129564559751866,"score_gpt":0.2689643637905908,"score_spread":0.2576687181930721,"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."}}