{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005468691,0.0004472359,0.0004048049,0.002193398,0.0003247323,0.000719568,0.0003313507,0.0004343416,0.003536814],"category_scores_gemma":[0.002276658,0.0001211467,0.0009505008,0.002120403,0.0003223741,0.0007914316,0.0005590727,0.0006178057,0.001081689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023576,"about_ca_system_score_gemma":0.000507482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007113273,"about_ca_topic_score_gemma":0.001124896,"domain_scores_codex":[0.999136,0.000101783,0.0002415412,0.0001294491,0.0002632277,0.0001279585],"domain_scores_gemma":[0.9981555,0.0003194048,0.0009047115,0.0001143473,0.0002740521,0.0002319993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276118,0.0008119922,0.7184618,0.001432735,0.000529935,0.004685499,0.0004157755,0.001398538,0.007537449,0.0005199637,0.004256051,0.258674],"study_design_scores_gemma":[0.00004619842,0.001500875,0.924154,0.0003285022,0.0003007879,0.05226938,0.000836509,0.0005836439,0.002778306,0.0005474822,0.01657648,0.00007780152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9344205,0.02814899,0.007621558,0.0007068095,0.000196248,0.0003191473,0.009748549,0.0001869047,0.01865133],"genre_scores_gemma":[0.9676896,0.01124276,0.005395128,0.0004181712,0.0002759695,0.0002645126,0.01102174,0.0001557267,0.00353644],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003536814,"threshold_uncertainty_score":0.01183182,"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."}}