{"id":"W4322496339","doi":"10.3390/curroncol30030209","title":"Management of Recurrent Retroperitoneal Sarcoma","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Leiomyosarcoma; Sarcoma; Liposarcoma; Radiation therapy; Retrospective cohort study; Overall survival; Chemotherapy; Oncology; Radiology; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003542516,0.0004264657,0.0008401605,0.001483424,0.0002061742,0.0006158089,0.0006967374,0.0006298478,0.001500036],"category_scores_gemma":[0.0009035091,0.0001179664,0.0004795577,0.0007500144,0.0002743545,0.0006233262,0.0003972258,0.0008884316,0.0005810315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691919,"about_ca_system_score_gemma":0.0006753214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008839736,"about_ca_topic_score_gemma":0.001875113,"domain_scores_codex":[0.9998307,0.0000411559,0.00003032123,0.0000266793,0.00005456365,0.00001652754],"domain_scores_gemma":[0.9997708,0.000100499,0.00006352342,0.000007633623,0.0000405221,0.00001696348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004233178,0.00004164561,0.0006692708,0.01616519,0.0001264518,0.001136114,0.00009543535,0.0004221775,0.0008124012,0.001011283,0.01816616,0.9613115],"study_design_scores_gemma":[0.00005839287,0.0002313058,0.007783423,0.02979656,0.0005544448,0.04649605,0.0003783193,0.0004253643,0.001451087,0.003444598,0.9093381,0.00004228064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005105217,0.9979764,0.0001522429,0.0002281958,0.00011821,0.000004970128,0.00001172273,0.000006205857,0.0009915598],"genre_scores_gemma":[0.006272104,0.9924914,0.0002439886,0.0002963427,0.0002462822,0.000006648192,0.00005050802,0.000002329959,0.0003904263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001500036,"threshold_uncertainty_score":0.005018115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.312764615757781,"score_gpt":0.4980055422646962,"score_spread":0.1852409265069151,"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."}}