{"id":"W4214875533","doi":"10.3390/cancers14051293","title":"Retroperitoneal Sarcoma Care in 2021","year":2022,"lang":"en","type":"review","venue":"Cancers","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Sarcoma; Medicine; Soft tissue sarcoma; Standard of care; Clinical trial; Radiation therapy; Systemic therapy; Clinical Practice; Pathology; Radiology; Surgery; Internal medicine; Cancer; Physical therapy","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":[0.0004344745,0.0004380986,0.0005971387,0.001302236,0.0002103228,0.0008227074,0.0005196292,0.0007911707,0.009298791],"category_scores_gemma":[0.001329652,0.0001370103,0.0006198537,0.001216113,0.0001786518,0.0008068298,0.0006196219,0.0008977156,0.002615728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005099394,"about_ca_system_score_gemma":0.001508316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423075,"about_ca_topic_score_gemma":0.0035299,"domain_scores_codex":[0.999782,0.00005908087,0.00003778345,0.00002801112,0.00006943299,0.00002366136],"domain_scores_gemma":[0.9997423,0.0001079831,0.00005750378,0.000007810121,0.00006234451,0.00002194507],"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":[0.00006690051,0.00002349287,0.000312661,0.02640245,0.0001148085,0.0002057894,0.00006279545,0.0001739023,0.0005059252,0.002971751,0.06358717,0.9055724],"study_design_scores_gemma":[0.00002076144,0.00003945322,0.0008475956,0.01728008,0.0001632881,0.001821983,0.00005184055,0.00004576462,0.0002029895,0.001224834,0.9782935,0.00000777272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002075023,0.9956983,0.0001693609,0.0005927254,0.0004014483,0.00001248277,0.00009531284,0.00001690871,0.002805948],"genre_scores_gemma":[0.002202817,0.9949542,0.0003211928,0.0008041262,0.0002560782,0.00001271383,0.0002192242,0.000004743994,0.001224849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009298791,"threshold_uncertainty_score":0.0311076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05699095957622015,"score_gpt":0.3540949106416236,"score_spread":0.2971039510654034,"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."}}