{"id":"W4402496964","doi":"10.1016/j.esmoop.2024.103689","title":"Low-grade fibromyxoid sarcoma and sclerosing epithelioid fibrosarcoma, outcome of advanced disease: retrospective study from the Ultra-Rare Sarcoma Working Group","year":2024,"lang":"en","type":"article","venue":"ESMO Open","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"National Cancer Institute; Ministero della Salute","keywords":"Fibrosarcoma; Sarcoma; Medicine; Retrospective cohort study; Epithelioid sarcoma; Rare disease; Pathology; Disease","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":[0.00079869,0.0002653095,0.0003374705,0.0008651777,0.0003651209,0.0004229205,0.0002128449,0.000328166,0.00102885],"category_scores_gemma":[0.001578571,0.0001888671,0.0002830869,0.0009044326,0.0003013555,0.000403723,0.0004233329,0.0002253701,0.0002488642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027778,"about_ca_system_score_gemma":0.0003044014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292711,"about_ca_topic_score_gemma":0.001252572,"domain_scores_codex":[0.9994957,0.0001181202,0.00007252225,0.0001441161,0.00009516537,0.00007423003],"domain_scores_gemma":[0.9984142,0.0002863232,0.0007566502,0.0001379253,0.0001348388,0.0002701423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325582,0.00001493498,0.9986512,0.00001006307,0.00001838324,0.0002281686,0.00004798947,0.00002274482,0.0001317047,0.000007550253,0.00003869121,0.0006960172],"study_design_scores_gemma":[0.00001874742,0.0002123142,0.9969189,0.00001028627,0.00003522262,0.002181166,0.0001600909,0.00005898701,0.0000662794,0.00001662447,0.0003178127,0.000003610158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991365,0.0003128982,0.00005752065,0.000008660103,0.000001773087,0.00000950719,0.0002101058,0.000001413645,0.0002616555],"genre_scores_gemma":[0.999275,0.0001230903,0.00003285806,0.00001393851,0.00001013468,0.00001162027,0.0004838523,0.000001338273,0.00004810049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292711,"threshold_uncertainty_score":0.004223883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564595130499724,"score_gpt":0.3120797443444847,"score_spread":0.2764337930394874,"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."}}