{"id":"W4307101105","doi":"10.14740/wjon1528","title":"Giant Retroperitoneal Liposarcoma: Correlation Between Size and Risk for Recurrence","year":2022,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liposarcoma; Mediastinum; Asymptomatic; Radiology; Retroperitoneal space; Pathology; Sarcoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009035995,0.0002726819,0.002459285,0.0003476923,0.0001444678,0.00001490071,0.0001137325,0.0001795951,0.0002544449],"category_scores_gemma":[0.0006668628,0.000191151,0.0005992844,0.0002788952,0.0000811422,0.0000465691,0.00007576068,0.001043622,0.000005105988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008110092,"about_ca_system_score_gemma":0.0007865019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001803533,"about_ca_topic_score_gemma":0.0000271143,"domain_scores_codex":[0.9977691,0.0004146654,0.001089027,0.0002453287,0.0002479232,0.0002340277],"domain_scores_gemma":[0.993527,0.004222057,0.001758158,0.0001826635,0.0001086832,0.0002014583],"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":[0.00009054437,0.0003266275,0.007536804,0.001060675,0.0007427944,0.0004492878,0.00004277629,2.272953e-7,5.940427e-8,0.00003906272,0.002640147,0.987071],"study_design_scores_gemma":[0.001958832,0.00356927,0.004537438,0.002631562,0.008053122,0.002501162,0.00002280879,0.0000025892,2.053476e-7,0.0000579786,0.9765242,0.0001408768],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002583143,0.9969442,0.00003384192,0.0004553281,0.0009316791,0.00084585,0.00009691361,0.000007213942,0.000426585],"genre_scores_gemma":[0.0002813031,0.9944587,0.00379418,0.00004897243,0.0009791319,0.00009318549,0.00005060762,0.00003817374,0.0002557203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869301,"threshold_uncertainty_score":0.7794912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07786750808913553,"score_gpt":0.3840435442269447,"score_spread":0.3061760361378092,"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."}}