{"id":"W4229002686","doi":"10.1016/j.ejso.2022.04.020","title":"How to treat liposarcomas located in retroperitoneum","year":2022,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Nomogram; Oncology; Chemotherapy; Grading (engineering); Sarcoma; Internal medicine; Trabectedin; Radiation therapy; Soft tissue sarcoma; Surgery; 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":[0.0002269639,0.0003196208,0.0004919561,0.000799949,0.0004084527,0.0006599252,0.0002440419,0.0009581475,0.003391383],"category_scores_gemma":[0.0008232378,0.0001315694,0.0005352413,0.0002014925,0.0003357287,0.001227123,0.0003753242,0.001418644,0.001684414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463422,"about_ca_system_score_gemma":0.0004568674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003269226,"about_ca_topic_score_gemma":0.0007965428,"domain_scores_codex":[0.9998994,0.00002107124,0.00001164479,0.00001342483,0.00003179575,0.00002264185],"domain_scores_gemma":[0.9998326,0.00004211947,0.00004044179,0.00001071518,0.00003081532,0.00004328327],"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":[0.000508717,0.0005026887,0.006866659,0.002073228,0.0001398424,0.01056361,0.0002023664,0.001482466,0.02823138,0.002982734,0.02977132,0.9166752],"study_design_scores_gemma":[0.0007605934,0.003085232,0.03256299,0.003790676,0.000960785,0.1505487,0.001723721,0.004319345,0.0364786,0.02867063,0.7368531,0.0002456821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.2379677,0.4224332,0.1328624,0.082986,0.01471614,0.0005804096,0.0006333957,0.001330252,0.1064905],"genre_scores_gemma":[0.6044766,0.2235926,0.08581794,0.03070987,0.02228421,0.0005815342,0.000795098,0.0002558498,0.03148645],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003391383,"threshold_uncertainty_score":0.01134533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233360096686703,"score_gpt":0.290116228943016,"score_spread":0.257782627976149,"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."}}