{"id":"W2000373022","doi":"10.1586/14737140.7.10.1395","title":"Total mesorectal excision and management of rectal cancer","year":2007,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Rectum; Surgery; Quality of life (healthcare); Gold standard (test); Radiation therapy; General surgery; Cancer; Radiology; 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":[0.0004400614,0.0006303756,0.001313516,0.00216233,0.0002104004,0.000557951,0.0005878312,0.0007015283,0.002992223],"category_scores_gemma":[0.000566016,0.0001923735,0.0004329126,0.001998405,0.000368671,0.0007402111,0.0003691867,0.0008241475,0.001651878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995224,"about_ca_system_score_gemma":0.0007158779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146918,"about_ca_topic_score_gemma":0.002744502,"domain_scores_codex":[0.9997806,0.00004608871,0.00003039959,0.00003603155,0.00009400742,0.00001285941],"domain_scores_gemma":[0.9998026,0.00008075633,0.00005649207,0.000005377179,0.00003926485,0.00001549726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004745762,0.00005055722,0.0002579344,0.01729128,0.0001124781,0.0003862975,0.00003799456,0.0003005487,0.001249618,0.0008480176,0.01912588,0.9602919],"study_design_scores_gemma":[0.00004747434,0.0002396867,0.004595747,0.01006255,0.0002286845,0.009111428,0.0001355905,0.0001444378,0.000793995,0.002060009,0.9725528,0.00002758526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001133266,0.9989792,0.00005942373,0.000099838,0.00008156182,0.000002946083,0.000004895856,0.000002885736,0.0006558804],"genre_scores_gemma":[0.0008891206,0.9983115,0.0001175878,0.0001200964,0.0001423276,0.000003254334,0.0000144657,6.082631e-7,0.0004010981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002992223,"threshold_uncertainty_score":0.01000994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09268721448846037,"score_gpt":0.4743982554073186,"score_spread":0.3817110409188582,"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."}}