{"id":"W3009810963","doi":"10.1007/s10151-020-02160-6","title":"Experience beyond the learning curve of transanal total mesorectal excision (taTME) and its effect on the incidence of anastomotic leak","year":2020,"lang":"en","type":"article","venue":"Techniques in Coloproctology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Total mesorectal excision; Anastomosis; Leak; Colorectal surgery; CUSUM; Surgery; Incidence (geometry); Colorectal cancer; Cumulative incidence; Retrospective cohort study; Abdominal surgery; General surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001200743,0.0001657379,0.000190682,0.000469766,0.0003928352,0.0007189106,0.0003668246,0.0003439616,0.002032999],"category_scores_gemma":[0.01049592,0.0001166018,0.0003766334,0.0003297309,0.0004969756,0.0006652853,0.0008102062,0.0004588996,0.0001849522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005270206,"about_ca_system_score_gemma":0.0006588965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690798,"about_ca_topic_score_gemma":0.002513994,"domain_scores_codex":[0.9990931,0.0002042597,0.00008144115,0.0001039092,0.0002606679,0.0002566564],"domain_scores_gemma":[0.987435,0.003362248,0.004237053,0.0004928467,0.0008656391,0.003607272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003305587,0.000143375,0.9885603,0.00001203241,0.00002249107,0.0003701054,0.0001772195,0.00008573267,0.0003027149,0.00001379097,0.00006347828,0.009918123],"study_design_scores_gemma":[0.00001084366,0.0019713,0.9952396,0.00001526077,0.00001904688,0.001721113,0.0003680733,0.0002485472,0.0001895715,0.00002870521,0.0001808926,0.000006989344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999521,0.0001283687,0.00005709389,0.00003989979,0.000003483872,0.000003042417,0.00001183219,0.000002128678,0.0002331445],"genre_scores_gemma":[0.999827,0.0000514468,0.00002685396,0.00001183695,0.000006504529,0.000001699253,0.00001428559,8.669671e-7,0.00005961994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032999,"threshold_uncertainty_score":0.006801069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629837885437099,"score_gpt":0.3295653138283088,"score_spread":0.3032669349739379,"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."}}