{"id":"W4399626475","doi":"10.1097/sla.0000000000006374","title":"Functional Outcomes After Transanal Total Mesorectal Excision (taTME) for Rectal Cancer","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Sexual function; Sacral nerve stimulation; Fecal incontinence; Total mesorectal excision; Ileostomy; Defecation; Gynecology; Urology; Colorectal cancer; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006713201,0.0002908921,0.0004778003,0.0004541618,0.0003017721,0.0004450171,0.000223153,0.000367496,0.001219178],"category_scores_gemma":[0.002237424,0.00008080581,0.0006716375,0.0003942701,0.0003017336,0.0004422514,0.0004299093,0.0004299766,0.0001956353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441204,"about_ca_system_score_gemma":0.0003322294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113214,"about_ca_topic_score_gemma":0.002624621,"domain_scores_codex":[0.9996499,0.00009187878,0.00003315645,0.00004139671,0.00009359555,0.00009010942],"domain_scores_gemma":[0.9982699,0.0002142809,0.0008966996,0.00004492531,0.0001387074,0.0004354032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003848888,0.0008907078,0.9649057,0.000157909,0.0004444936,0.0002938512,0.0001537725,0.0004749728,0.00109039,0.00001780258,0.000359639,0.02736173],"study_design_scores_gemma":[0.00007254698,0.003106575,0.9958284,0.00001295071,0.00007622664,0.0003775019,0.00006547483,0.0001139695,0.0001666732,0.00001131818,0.0001618897,0.000006401428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989636,0.0005517205,0.00003253376,0.00004602887,0.00000805608,0.00001321317,0.0001526581,0.000003739928,0.0002284052],"genre_scores_gemma":[0.9993044,0.0001290457,0.0000337286,0.00003030143,0.00001390997,0.00001436658,0.0003376841,9.838132e-7,0.0001355547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001219178,"threshold_uncertainty_score":0.004078567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2310947072740877,"score_gpt":0.3971042775299591,"score_spread":0.1660095702558714,"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."}}