{"id":"W4323294209","doi":"10.1007/s11864-023-01059-2","title":"Trimodality Treatment of Extremity Soft Tissue Sarcoma: Where Do We Go Now?","year":2023,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Soft tissue sarcoma; Chemoradiotherapy; Clinical trial; Chemotherapy; Sarcoma; Radiation therapy; Oncology; Internal medicine; Surgery; Soft tissue; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002525747,0.001293945,0.006033138,0.001000356,0.0001353826,0.00002638634,0.0002593235,0.0008366118,0.0004114248],"category_scores_gemma":[0.00006146297,0.0009046345,0.001654394,0.001142761,0.0002860471,0.00006728906,0.0001186313,0.0003657155,0.001022811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009753866,"about_ca_system_score_gemma":0.002060361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002014284,"about_ca_topic_score_gemma":0.000714085,"domain_scores_codex":[0.9946642,0.0007075257,0.00202447,0.001384313,0.0003924223,0.0008270498],"domain_scores_gemma":[0.995637,0.001551342,0.0008329473,0.001473299,0.0001358748,0.0003695312],"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":[0.00008010492,0.03104067,0.003758276,0.004334589,0.001512613,0.0006570157,0.0002117409,0.000002910665,3.490676e-7,0.0005070034,0.001126759,0.956768],"study_design_scores_gemma":[0.006716618,0.004303579,0.0008444167,0.00997999,0.008135395,0.0002481387,0.00005621599,0.000007440506,0.000004389596,0.0001630037,0.9690535,0.0004873303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004603158,0.990147,0.00001205217,0.0006041378,0.001428445,0.005667326,0.0008871903,0.0001862246,0.0006073186],"genre_scores_gemma":[0.0001765281,0.9898311,0.0004604746,0.000003012187,0.000412047,0.006397453,0.001144688,0.0001400203,0.001434695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9679267,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056585159780044,"score_gpt":0.4755904172331465,"score_spread":0.2699319012551421,"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."}}