{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004886437,0.0002742766,0.001284213,0.0001765269,0.00004583467,0.00001040134,0.0001149374,0.0001232027,0.003348091],"category_scores_gemma":[0.00002303283,0.0002172479,0.0004156998,0.0003695262,0.00003217957,0.00001518978,0.00006976966,0.0004186812,0.00006891759],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082954,"about_ca_system_score_gemma":0.002198476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00051566,"about_ca_topic_score_gemma":0.0001349808,"domain_scores_codex":[0.9987185,0.00008008655,0.0003136041,0.00040207,0.0002296712,0.0002560431],"domain_scores_gemma":[0.9993036,0.00006719292,0.00009495065,0.0004118434,0.00001568171,0.0001067792],"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":[0.00001120689,0.00002473187,0.0005756853,0.004883068,0.0001127475,0.001193018,0.0001125994,9.867455e-7,1.169592e-8,0.000009261602,0.001710025,0.9913667],"study_design_scores_gemma":[0.0005497246,0.0001411282,0.0001014125,0.006252804,0.0006130222,0.0000730421,0.0002869047,5.301203e-7,3.619247e-7,7.746705e-7,0.9918054,0.0001748849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007707883,0.9913103,2.480856e-8,0.00002946227,0.0004832314,0.0007853998,0.00008695025,0.0000159186,0.007211663],"genre_scores_gemma":[0.00007135808,0.9975509,0.00003876275,0.0001015899,0.0002629161,0.001118753,0.0005095541,0.00005736541,0.0002888094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911917,"threshold_uncertainty_score":0.997563,"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."}}