{"id":"W2335463956","doi":"10.1097/dcr.0000000000000544","title":"Transanal Local Excision for Patients With Rectal Cancer","year":2016,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Wide local excision; Surgery; Total mesorectal excision; Radiation therapy; Colorectal cancer; Retrospective cohort study; Cancer; Referral; General 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":[0.0001923964,0.0001356845,0.0001952816,0.0004615557,0.0004157069,0.0003205454,0.0001790765,0.0001958998,0.001922005],"category_scores_gemma":[0.0009311053,0.00007083583,0.0001936418,0.0007579759,0.0002753109,0.0002295663,0.0002260302,0.0003051269,0.000289728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096735,"about_ca_system_score_gemma":0.0005170713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008427616,"about_ca_topic_score_gemma":0.002805354,"domain_scores_codex":[0.9998626,0.00004033884,0.00001806416,0.00001704666,0.00003194344,0.00003002509],"domain_scores_gemma":[0.9992405,0.0001194613,0.000457652,0.00001734532,0.00003230034,0.0001327057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002666475,0.00008656192,0.9637463,0.0003151936,0.0000486168,0.009279515,0.0003112456,0.0001559188,0.001359943,0.00005586848,0.001197267,0.02317692],"study_design_scores_gemma":[0.00005228485,0.001027381,0.8886544,0.0002528083,0.0001142769,0.1018623,0.001346014,0.0003156495,0.001400074,0.0002154547,0.004739161,0.00002018269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918671,0.00503562,0.0003680265,0.0003529742,0.00002047184,0.00004561472,0.0002055676,0.00002788345,0.002076729],"genre_scores_gemma":[0.9977054,0.00157263,0.0002246156,0.0001041372,0.0000276918,0.00001665302,0.0001532642,0.000003800402,0.0001918203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001922005,"threshold_uncertainty_score":0.006429791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007200294152261917,"score_gpt":0.2565192836169584,"score_spread":0.2493189894646964,"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."}}