{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397884,0.0001853553,0.0005354831,0.0002093172,0.0000470532,0.000008427016,0.00003790816,0.0001095282,0.00009462819],"category_scores_gemma":[0.0003884223,0.0001464245,0.0001753539,0.000331318,0.0001449121,0.0001471437,0.00001765017,0.00008968591,0.000002593853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003336879,"about_ca_system_score_gemma":0.00004474329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907139,"about_ca_topic_score_gemma":0.000176939,"domain_scores_codex":[0.9986682,0.00006370939,0.0003860954,0.0003099535,0.0002712386,0.000300834],"domain_scores_gemma":[0.9986321,0.0007222177,0.0001381797,0.0001354663,0.0002036114,0.0001683928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453452,0.0003287788,0.9816569,0.00003871058,0.00009245572,0.000009716573,0.0002529871,3.840989e-7,0.0002366654,5.402638e-7,0.001778747,0.01415067],"study_design_scores_gemma":[0.001113356,0.001138081,0.9838735,0.0001645332,0.00006029596,0.000004059762,0.00004415702,0.00009558609,0.01317649,0.00003524162,0.0001642093,0.0001304605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988539,0.0002399069,0.00001338287,0.0001218821,0.00008397899,0.0003887548,0.0002168056,0.00002088802,0.00006049056],"genre_scores_gemma":[0.9994783,0.0002395342,0.00002971235,0.00003832485,0.00003306134,0.00002204473,0.0000996374,0.00001927172,0.00004008439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01402021,"threshold_uncertainty_score":0.5971019,"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."}}