{"id":"W2465551749","doi":"10.1080/13645706.2016.1199434","title":"Transanal total mesorectal excision: surgical technique description and outcomes","year":2016,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Total mesorectal excision; Medicine; Microsurgery; Dissection (medical); Surgery; Colorectal cancer; Invasive surgery; Cancer; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001915165,0.0004397654,0.0007225127,0.0002942122,0.0001093116,0.00003651152,0.0002190783,0.0004361948,0.0002651648],"category_scores_gemma":[0.0001916089,0.0002493751,0.0002499621,0.0003123233,0.0006774478,0.0001972741,0.0001138115,0.0002566423,0.00002945388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275761,"about_ca_system_score_gemma":0.0001116115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551131,"about_ca_topic_score_gemma":0.00002586711,"domain_scores_codex":[0.9979327,0.00006144567,0.0004305928,0.0006657067,0.0004214993,0.0004880488],"domain_scores_gemma":[0.9986892,0.0005089003,0.0001145231,0.0004524512,0.0001196398,0.0001152608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005444622,0.0006494381,0.09343831,0.00003730257,0.0006255629,0.001162835,0.0001926713,1.801693e-7,0.4774668,0.0008328432,0.0001566441,0.4199928],"study_design_scores_gemma":[0.0138159,0.008788006,0.2066716,0.0004471927,0.0001460279,0.001732544,0.0006317667,0.000002950586,0.7549317,0.006198111,0.005750289,0.0008838599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883143,0.002036597,0.0002404556,0.005579733,0.00007998331,0.001207811,0.00002672274,0.001293193,0.001221181],"genre_scores_gemma":[0.9905272,0.005186649,0.0030787,0.00008799481,0.0000335361,0.0005816857,0.000008096395,0.0000457263,0.0004503987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419109,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972139330131232,"score_gpt":0.2769723066167479,"score_spread":0.2472509133154356,"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."}}