{"id":"W2914383329","doi":"10.1158/1078-0432.ccr-18-2700","title":"Predicting Survival in Patients Undergoing Resection for Locally Recurrent Retroperitoneal Sarcoma: A Study and Novel Nomogram from TARPSWG","year":2019,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ottawa Hospital","funders":"","keywords":"Nomogram; Medicine; Resection; Sarcoma; Overall survival; Oncology; Surgery; Radiology; 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":[0.002088645,0.0005006128,0.0004026631,0.001333678,0.0002895449,0.0006887275,0.000418777,0.0003590158,0.001029187],"category_scores_gemma":[0.005270638,0.0001742236,0.0005147242,0.0007682848,0.000319943,0.0007148099,0.0005914022,0.0004322224,0.0002738318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396423,"about_ca_system_score_gemma":0.0003410839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093385,"about_ca_topic_score_gemma":0.001113776,"domain_scores_codex":[0.9995224,0.0002178731,0.00004832922,0.00009602471,0.00007834872,0.00003685006],"domain_scores_gemma":[0.997931,0.0009667643,0.0005744048,0.0001661342,0.0001506455,0.0002111927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083874,0.00002104351,0.9944506,0.00001245489,0.00005888374,0.00005055331,0.00005153761,0.000276213,0.0001015917,0.00001318707,0.0001245682,0.00463094],"study_design_scores_gemma":[0.00007560712,0.0005203609,0.9897057,0.00002470823,0.0001358668,0.0009706217,0.0002904925,0.007234849,0.000202311,0.0001248527,0.000699442,0.00001527631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985322,0.0001602595,0.0006546531,0.00005598907,0.000006871523,0.00002146662,0.0002943777,0.00001044134,0.0002636146],"genre_scores_gemma":[0.9986756,0.00008903835,0.0004322785,0.00001464435,0.00001423218,0.00002372302,0.0006987994,0.00000347162,0.00004814642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002088645,"threshold_uncertainty_score":0.01104599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877519679765976,"score_gpt":0.482729045458259,"score_spread":0.2949770774816614,"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."}}