{"id":"W2604557527","doi":"10.1097/sla.0000000000002250","title":"Postoperative Morbidity After Radical Resection of Primary Retroperitoneal Sarcoma","year":2017,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Adverse effect; Surgery; Sarcoma; Pancreaticoduodenectomy; Odds ratio; Logistic regression; Resection; Internal medicine; Pathology","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":[0.0009502288,0.0002997666,0.0003558801,0.0003458775,0.0001890042,0.0003821921,0.0002282473,0.0001750098,0.001050061],"category_scores_gemma":[0.003507806,0.00008723822,0.0004876074,0.0003047899,0.0004455199,0.0002541305,0.000411917,0.0003352904,0.0001277047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143049,"about_ca_system_score_gemma":0.0003716144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003600909,"about_ca_topic_score_gemma":0.0005884809,"domain_scores_codex":[0.9995775,0.0001060168,0.00005284318,0.00005828981,0.0001404824,0.00006494251],"domain_scores_gemma":[0.9968689,0.001088586,0.001374389,0.0001480979,0.0001574589,0.000362571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005680609,0.00004822153,0.9876665,0.00006963018,0.0001088237,0.001104398,0.00005156151,0.0003200909,0.0007024623,0.00002415826,0.0001016047,0.009234525],"study_design_scores_gemma":[0.00002340127,0.001282057,0.9888338,0.0000237687,0.00009056118,0.008150666,0.0001150575,0.0004875449,0.0006746122,0.00007553404,0.0002334941,0.00000936353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986991,0.0007138781,0.0002038286,0.00002136337,0.000007116041,0.00000576738,0.00006638293,0.000005872389,0.0002766869],"genre_scores_gemma":[0.9995353,0.0001894196,0.0000803411,0.00001434867,0.00001325811,0.000003638325,0.0001216086,0.000001604622,0.0000404798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001050061,"threshold_uncertainty_score":0.005025387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2208949514381678,"score_gpt":0.3695455712839419,"score_spread":0.1486506198457742,"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."}}