{"id":"W4307748136","doi":"10.14740/jmc4014","title":"Retroperitoneal Liposarcoma: The Giant Type","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liposarcoma; Leiomyosarcoma; Sarcoma; Retroperitoneal space; Abdominal distension; Soft tissue sarcoma; Malignancy; Radiology; Biopsy; Pathology; Surgery","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":[0.0001904496,0.0007408152,0.0004305914,0.001075234,0.0003949693,0.0004651997,0.0003561646,0.001037919,0.002825602],"category_scores_gemma":[0.000967085,0.0003911652,0.0004062539,0.0007511936,0.0005717605,0.000922631,0.0008462048,0.0007301668,0.0008392016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368206,"about_ca_system_score_gemma":0.0002641746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271804,"about_ca_topic_score_gemma":0.0003064925,"domain_scores_codex":[0.9998451,0.00001530317,0.00002301504,0.0000461343,0.0000310439,0.00003936911],"domain_scores_gemma":[0.9995351,0.00008984809,0.0001943184,0.0000430459,0.00002533815,0.0001123285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001681103,0.00004590072,0.03944146,0.0003077398,0.00002473986,0.9319276,0.0003083529,0.0003340759,0.01643654,0.0008801654,0.0004851669,0.009640194],"study_design_scores_gemma":[0.00002553643,0.00006112223,0.0117806,0.00003597274,0.00001527397,0.9840805,0.0001675841,0.0002305233,0.001876688,0.0004289881,0.001287852,0.000009453664],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786171,0.006586108,0.005563387,0.00065436,0.0001267495,0.0002042361,0.0004662647,0.0002540659,0.007527686],"genre_scores_gemma":[0.9943666,0.001515261,0.001930591,0.0002588813,0.0001898698,0.00004254432,0.0001627027,0.00002028313,0.001513209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002825602,"threshold_uncertainty_score":0.009452522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074066742297814,"score_gpt":0.321240317432413,"score_spread":0.2804996500094348,"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."}}