{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004078812,0.0003492204,0.0003271399,0.0009751549,0.001703145,0.000774255,0.0007490912,0.0003792247,0.001472506],"category_scores_gemma":[0.001084406,0.0002982699,0.000509123,0.002400599,0.0004397719,0.0002751243,0.0005246811,0.0005358911,0.000169801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129893,"about_ca_system_score_gemma":0.01236853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674818,"about_ca_topic_score_gemma":0.9732606,"domain_scores_codex":[0.999563,0.0000225914,0.00002397853,0.00008178994,0.0001732192,0.0001353886],"domain_scores_gemma":[0.9992507,0.00003351529,0.0002327758,0.00002683359,0.0002693665,0.0001868413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003423091,0.00002094979,0.9972206,0.00002018805,0.00002849313,0.0001110982,0.0002060391,0.00006238827,0.0001354814,0.0000224731,0.0002927608,0.001845258],"study_design_scores_gemma":[0.000006003533,0.00004217877,0.9984425,0.00002236596,0.00002491425,0.0002361815,0.0005603344,0.0002252064,0.00003785675,0.00001425202,0.0003800918,0.000008114271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970176,0.00050822,0.00005033698,0.0001423404,0.000004736899,0.00002208303,0.001472148,0.000004576702,0.000777865],"genre_scores_gemma":[0.9982824,0.0005125587,0.00009989193,0.00005590342,0.000004977303,0.000007081706,0.0007966632,0.000002047945,0.0002383276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03251821,"threshold_uncertainty_score":0.08197981,"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."}}