{"id":"W2516647072","doi":"10.1245/s10434-016-5523-6","title":"Results of Resection for Recurrent or Residual Retroperitoneal Sarcoma After Failed Primary Treatment","year":2016,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital; Princess Margaret Cancer Centre; McMaster University; Ontario Institute for Cancer Research; University of British Columbia","funders":"","keywords":"Medicine; Surgery; Percutaneous; Single Center; Log-rank test; Surgical oncology; Survival rate; Survival analysis; Radiology","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":[0.0003434466,0.0005159171,0.0007826004,0.001020676,0.0004415618,0.0005008276,0.0004389886,0.0004057772,0.001945098],"category_scores_gemma":[0.001262035,0.0001418738,0.001446382,0.0004773685,0.0005141263,0.0003585135,0.0004476098,0.0005409108,0.0005613096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000458963,"about_ca_system_score_gemma":0.0002267703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590179,"about_ca_topic_score_gemma":0.002873462,"domain_scores_codex":[0.9997105,0.00006121115,0.00004087774,0.00003434381,0.00005572032,0.00009730436],"domain_scores_gemma":[0.9991253,0.000349571,0.0001368839,0.0001108029,0.00006381424,0.0002136636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0431634,0.003653315,0.5854762,0.0009497628,0.002270228,0.07692975,0.001677246,0.01858815,0.04231469,0.000674598,0.00216863,0.222134],"study_design_scores_gemma":[0.0003174658,0.02086719,0.8526081,0.00009686971,0.001518333,0.09892595,0.0007048977,0.004814456,0.01593626,0.0004593353,0.003640171,0.0001110508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934404,0.00206291,0.0005972019,0.00008302229,0.00004013452,0.00001617699,0.0004677791,0.00004151532,0.003250795],"genre_scores_gemma":[0.9982107,0.0003395426,0.00022588,0.00003704925,0.0000344487,0.000005650508,0.0005289086,0.00001961492,0.0005983397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001945098,"threshold_uncertainty_score":0.006507039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109574130473495,"score_gpt":0.3946909217888437,"score_spread":0.2837335087414942,"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."}}