{"id":"W4284969748","doi":"10.1097/dcr.0000000000002500","title":"Indications and Technical Considerations for Transanal Total Mesorectal Excision","year":2022,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; Dalhousie University","funders":"","keywords":"Medicine; Total mesorectal excision; Rectum; Colorectal cancer; Surgery; Colorectal surgery; Neoadjuvant therapy; Radiology; Cancer; Abdominal surgery; 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":[0.000664434,0.001001972,0.0004752073,0.002057607,0.00163318,0.001549541,0.0007015691,0.003361385,0.004583955],"category_scores_gemma":[0.002832396,0.0003928637,0.001065899,0.0007570916,0.0009907358,0.001873041,0.0008907219,0.002212855,0.00145342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005082267,"about_ca_system_score_gemma":0.0007734122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004773519,"about_ca_topic_score_gemma":0.001440314,"domain_scores_codex":[0.9994048,0.00009237783,0.0001301713,0.00008968187,0.0001240261,0.0001589119],"domain_scores_gemma":[0.9989994,0.0003443281,0.0001998872,0.00007861766,0.00007157413,0.0003062011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002223799,0.0001001427,0.04103111,0.0002494875,0.00003835422,0.9100207,0.0002835464,0.001127272,0.005749724,0.00223685,0.002858018,0.03608247],"study_design_scores_gemma":[0.00001262386,0.00005828599,0.006988156,0.0001101807,0.00001334952,0.9865351,0.0004169664,0.0005397139,0.0004677024,0.001328741,0.003513116,0.00001601545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7854727,0.04849773,0.04501198,0.02721353,0.002380888,0.0006902439,0.0008196771,0.0008340307,0.0890792],"genre_scores_gemma":[0.9647267,0.007165439,0.01894089,0.003126303,0.002639665,0.0001742786,0.0004777524,0.000109075,0.002639849],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004583955,"threshold_uncertainty_score":0.01533484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874174773960309,"score_gpt":0.2886496573367199,"score_spread":0.2699079095971169,"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."}}