{"id":"W4392914408","doi":"10.1097/as9.0000000000000397","title":"How Reliable Is Endoscopic Scoring of Postoperative Recurrence in Crohn Disease?: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Annals of Surgery Open","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb","keywords":"Crohn's disease; Meta-analysis; Medicine; Disease; Internal medicine; General surgery; Gastroenterology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001502153,0.0004406965,0.005823078,0.000321624,0.00002692569,0.000111281,0.0005451951,0.0001348898,0.00005411937],"category_scores_gemma":[0.0006568252,0.0003130876,0.00213605,0.0006702594,0.00008571695,0.00002732126,0.0005305267,0.0001365494,0.000005745751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008849572,"about_ca_system_score_gemma":0.0005446615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003223801,"about_ca_topic_score_gemma":0.00001485026,"domain_scores_codex":[0.9970421,0.0005551854,0.001258947,0.00068194,0.0002205096,0.000241296],"domain_scores_gemma":[0.9976525,0.0001002072,0.0008580757,0.0009812365,0.000262195,0.000145745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001301133,0.00004095477,0.00006345673,0.953889,0.04220375,0.0001374864,0.00001381042,4.738172e-7,8.126497e-7,0.00002594982,0.003263719,0.0003475924],"study_design_scores_gemma":[0.00005222056,0.00002369192,0.0001613551,0.2330013,0.7324235,0.000004899967,0.00001780833,0.000001799534,0.00005204037,0.0000309468,0.03360455,0.0006259309],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000096175,0.9962242,0.000001334625,0.0002996204,0.00003208253,0.00248029,0.0008002697,0.000002785226,0.00006325649],"genre_scores_gemma":[0.0003857917,0.996775,0.00002275864,0.0004316213,0.000008201291,0.0007955895,0.0002362677,0.00003414878,0.001310654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7208877,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202162838137831,"score_gpt":0.3999589190658977,"score_spread":0.1977960809280667,"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."}}