{"id":"W2781601582","doi":"10.1097/sla.0000000000002653","title":"Incidence and Risk Factors for Anastomotic Failure in 1594 Patients Treated by Transanal Total Mesorectal Excision","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":359,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Pelican Cancer Foundation; Imperial College London; National Institute for Health and Care Research","keywords":"Medicine; Anastomosis; Surgery; Fistula; Incidence (geometry); Total mesorectal excision; Colorectal cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003176526,0.000213164,0.0003260942,0.0006834955,0.0003202363,0.0003777994,0.0002499276,0.0004051767,0.001204799],"category_scores_gemma":[0.001591523,0.0003623223,0.0003802123,0.0006746256,0.0002767085,0.00031136,0.000291046,0.0004096834,0.000199465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265936,"about_ca_system_score_gemma":0.0002691998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236987,"about_ca_topic_score_gemma":0.002707398,"domain_scores_codex":[0.9996369,0.00007171208,0.00006278146,0.00006795419,0.0000833288,0.00007735733],"domain_scores_gemma":[0.9984731,0.0002818285,0.0008610285,0.00007099164,0.0000833538,0.000229657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003745971,0.00001448981,0.9992373,0.000003881919,0.00001519386,0.0001412607,0.00002278373,0.00002505174,0.00008682789,0.000002803857,0.00003359564,0.0003793942],"study_design_scores_gemma":[0.000006200394,0.0001436127,0.9983006,0.00000519849,0.00001583719,0.001055552,0.0001256211,0.0001672815,0.00006167265,0.000007534284,0.0001078356,0.000003027328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994266,0.0001636489,0.0000639564,0.00001850014,0.000004203398,0.000005943081,0.0001808746,0.00000318668,0.0001331713],"genre_scores_gemma":[0.9995174,0.00008975521,0.00005166364,0.00001377808,0.000007380989,0.000008883369,0.0002388884,0.000001682872,0.0000703609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236987,"threshold_uncertainty_score":0.004712164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08090272043781434,"score_gpt":0.3260263596470159,"score_spread":0.2451236392092016,"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."}}