{"id":"W4327947009","doi":"10.3390/curroncol30030266","title":"Complex Vascular Resections for Retroperitoneal Soft Tissue Sarcoma","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inferior vena cava; Perioperative; Radiology; Soft tissue sarcoma; Soft tissue; Vascular Tumors; Surgical resection; Sarcoma; Surgery; Pathology; Hemangioma","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":[0.0003245689,0.0005458047,0.0007271792,0.002029263,0.0002284024,0.0006770351,0.0005632701,0.0005370647,0.003819306],"category_scores_gemma":[0.0007197853,0.000156281,0.0005074696,0.00147417,0.0003445786,0.0009022997,0.0004890714,0.001041864,0.001500551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432758,"about_ca_system_score_gemma":0.0006395741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007775953,"about_ca_topic_score_gemma":0.001763074,"domain_scores_codex":[0.9998904,0.00001675881,0.00001924139,0.0000231993,0.00003943222,0.00001090062],"domain_scores_gemma":[0.9997503,0.0001315822,0.00004422315,0.000007888964,0.00004681451,0.000019149],"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":[0.00004305602,0.00003854148,0.0002292012,0.01301367,0.00007516907,0.0002791363,0.00004567878,0.0002889252,0.0007651897,0.001484664,0.01810468,0.9656321],"study_design_scores_gemma":[0.00001883696,0.00009113654,0.001666384,0.008905518,0.0001898235,0.005942929,0.00008795026,0.0001162611,0.0005321324,0.001871726,0.9805577,0.00001973065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001925047,0.9984169,0.0001176398,0.000132232,0.0001294372,0.000003955467,0.00001322689,0.000006022504,0.0009880255],"genre_scores_gemma":[0.001119912,0.9981592,0.0001290725,0.0001136096,0.0001095067,0.000003271473,0.00002911773,0.000001495557,0.0003349319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003819306,"threshold_uncertainty_score":0.01277691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4453621532989142,"score_gpt":0.5293470317435628,"score_spread":0.08398487844464858,"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."}}