{"id":"W4378220720","doi":"10.3390/curroncol30060398","title":"The Role of Surgery in Oligometastatic Retroperitoneal Sarcoma","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcoma; Metastasis; Multidisciplinary team; Disease; Surgical resection; General surgery; Intensive care medicine; Surgery; Cancer; Internal medicine; Pathology; Nursing","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":[0.0004415237,0.0003705916,0.0006844107,0.0018285,0.0002373796,0.0007860299,0.0004535332,0.0006367356,0.002254001],"category_scores_gemma":[0.001218972,0.0001548723,0.0004804032,0.001527336,0.0004859295,0.0009980125,0.0004140628,0.000994919,0.0006402975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118351,"about_ca_system_score_gemma":0.000919001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034525,"about_ca_topic_score_gemma":0.002421146,"domain_scores_codex":[0.9998005,0.00004297644,0.00004348967,0.00003262476,0.00006512045,0.00001535008],"domain_scores_gemma":[0.9994323,0.0003850404,0.00007512512,0.00001019875,0.0000763927,0.00002093401],"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":[0.00005228686,0.00002755918,0.0005934495,0.02168005,0.0001164274,0.0006359661,0.0001292605,0.0003263874,0.0006239439,0.002058863,0.01744732,0.9563086],"study_design_scores_gemma":[0.00001664923,0.0001219357,0.003198213,0.01755901,0.0002868276,0.008884875,0.0002244084,0.0001524803,0.0004554308,0.002451551,0.9666224,0.00002634837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001710831,0.9988216,0.00004965837,0.000231022,0.0001207806,0.000001331633,0.000007175038,0.000002261674,0.0005952033],"genre_scores_gemma":[0.00112006,0.9983646,0.00008315944,0.0001379294,0.0001503749,0.000001461494,0.00001094416,8.416641e-7,0.0001306568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002254001,"threshold_uncertainty_score":0.007540405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2940089639414997,"score_gpt":0.4724969445510809,"score_spread":0.1784879806095812,"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."}}