{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003526522,0.0001082896,0.0005130934,0.00009909337,0.00008199848,0.0000126359,0.00006247319,0.00008086883,0.0001524379],"category_scores_gemma":[0.0003207944,0.00008299756,0.0002580626,0.00004625389,0.0002580619,0.0001420519,0.00005501844,0.00009816079,0.000009963075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002127762,"about_ca_system_score_gemma":0.0001084565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005285665,"about_ca_topic_score_gemma":0.00001572881,"domain_scores_codex":[0.9989839,0.00005826606,0.0003208639,0.0001788245,0.0002890417,0.0001691519],"domain_scores_gemma":[0.9987872,0.0001826293,0.0001966493,0.0005088474,0.0002264567,0.00009826627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001443467,0.0008822051,0.9665006,0.0001011258,0.0001703823,0.0003012529,0.00007623125,1.249303e-7,0.003675576,0.00003372098,0.0121418,0.0146735],"study_design_scores_gemma":[0.0003300724,0.0002349828,0.9001179,0.0002470205,0.00003491483,0.00002885267,0.00001362317,0.000002815191,0.09725887,0.00003129098,0.001637232,0.00006238948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906023,0.001973659,0.000001268128,0.005037202,0.0001764003,0.000144078,0.00003234337,0.000009801398,0.002022959],"genre_scores_gemma":[0.9979497,0.00116074,0.00009483666,0.0005073574,0.0001185773,0.00002510977,0.00002087009,0.00001257526,0.0001102354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09358329,"threshold_uncertainty_score":0.3384542,"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."}}