{"id":"W3011097295","doi":"10.1097/dcr.0000000000001630","title":"Salvage Abdominoperineal Resection for Anal Squamous Cell Carcinoma: Use, Risk Factors, and Outcomes in a Canadian Population","year":2020,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Abdominoperineal resection; Salvage therapy; Anal cancer; Surgery; Anus; Chemoradiotherapy; Population; Retrospective cohort study; Colostomy; Radiation therapy; Colorectal cancer; Cancer; Internal medicine; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005064732,0.0001212522,0.0002696792,0.00009154269,0.0000913756,0.00001474327,0.00006512547,0.0000535465,0.00001205953],"category_scores_gemma":[0.0006393875,0.000082612,0.0001522765,0.0001829579,0.000036174,0.00006042325,0.00003670656,0.0001103273,4.34664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323438,"about_ca_system_score_gemma":0.0001316414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2663979,"about_ca_topic_score_gemma":0.2723601,"domain_scores_codex":[0.999236,0.00005763173,0.0001859687,0.0001970474,0.0001213048,0.0002019984],"domain_scores_gemma":[0.9993133,0.000144906,0.00008423394,0.0001205493,0.0000468118,0.0002901791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068577,0.00005040242,0.9977647,0.0001247563,0.000008658525,0.000007109472,0.0002237234,0.00002413628,0.0003603063,0.00001075904,0.0001995187,0.0001573262],"study_design_scores_gemma":[0.001136358,0.0007020721,0.9950594,0.00001077215,0.0001475037,0.000001306324,0.0001219436,0.001672145,0.0008912837,0.00003513548,0.0001373546,0.00008470315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977336,0.0002535809,0.000001382961,0.000832899,0.0001081212,0.0006472694,0.0003685606,0.00001303111,0.00004154008],"genre_scores_gemma":[0.9995937,0.000004831589,0.00001344224,0.0001693811,0.00005725532,0.00002134745,0.00006081941,0.00001390732,0.00006529892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962297,"threshold_uncertainty_score":0.7409174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805868943145282,"score_gpt":0.2436942597075829,"score_spread":0.2256355702761301,"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."}}