{"id":"W4285807577","doi":"10.1016/j.ejso.2022.07.006","title":"Current management of benign retroperitoneal tumors","year":2022,"lang":"en","type":"review","venue":"European Journal of Surgical Oncology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute","keywords":"Medicine; Multidisciplinary approach; Sarcoma; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391825,0.0006741487,0.001157878,0.003557115,0.000348422,0.001351044,0.0009843553,0.0009819673,0.002131838],"category_scores_gemma":[0.001638433,0.0002828737,0.0004229753,0.002879841,0.000788285,0.001728702,0.0007345389,0.001072654,0.0008147194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005696548,"about_ca_system_score_gemma":0.0009318459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009404455,"about_ca_topic_score_gemma":0.002101305,"domain_scores_codex":[0.9996648,0.00005680533,0.00008504278,0.00006562385,0.0001005024,0.00002727359],"domain_scores_gemma":[0.9993188,0.0003832477,0.0001509431,0.0000152591,0.00008751778,0.00004418543],"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":[0.00005666844,0.00003866115,0.001394931,0.01652587,0.00009313343,0.003177648,0.0001306763,0.0003512909,0.0007723143,0.0011457,0.01997766,0.9563354],"study_design_scores_gemma":[0.00002690275,0.00009941141,0.005553574,0.02102192,0.0005753751,0.05331181,0.000543434,0.0002628209,0.0007153599,0.002704722,0.9151173,0.00006738635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002900464,0.9983116,0.0001437714,0.0002540778,0.0001611792,0.000002686646,0.00001217973,0.000006944348,0.0008174982],"genre_scores_gemma":[0.002371439,0.9962416,0.0002826855,0.0003229325,0.0004606692,0.000003275149,0.00003095302,0.000002160402,0.0002842763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003557115,"threshold_uncertainty_score":0.007131755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177457989822221,"score_gpt":0.4002835922261987,"score_spread":0.2825377932439767,"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."}}