{"id":"W4281929888","doi":"10.1016/j.ejso.2022.06.003","title":"Pelvic soft tissue sarcomas","year":2022,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Leiomyosarcoma; Pelvis; Radiology; Soft tissue sarcoma; Soft tissue; Liposarcoma; Genitourinary system; Biopsy; Presentation (obstetrics); Surgery; Sarcoma; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001087899,0.0001150223,0.0004636203,0.000142928,0.00012122,0.000008106863,0.0001599235,0.00001795475,0.003746219],"category_scores_gemma":[0.00003245622,0.00008559888,0.0002140742,0.0001577987,0.00006828878,0.00003316349,0.0001446029,0.0005108542,0.0001768966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258178,"about_ca_system_score_gemma":0.0001558937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002089953,"about_ca_topic_score_gemma":3.392261e-7,"domain_scores_codex":[0.9978407,0.0009105728,0.0005365697,0.0001355577,0.000359091,0.0002174824],"domain_scores_gemma":[0.998895,0.0003112339,0.0002975156,0.0001459863,0.00009043323,0.0002597547],"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":[0.001337351,0.003521973,0.01224845,0.00001185229,0.0002722391,0.2626035,0.0003607275,0.00005656842,0.0005740307,0.0004766097,0.03046896,0.6880677],"study_design_scores_gemma":[0.005207771,0.006087284,0.01979684,0.00001399877,0.0001340079,0.03190776,0.0001556378,0.000004488772,0.000111744,0.00003059302,0.9364789,0.00007103734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7832677,0.009310825,0.0000417531,0.02848932,0.001186047,0.0002282388,0.000008259763,0.00003580157,0.177432],"genre_scores_gemma":[0.9961951,0.0004890654,0.0008050072,0.0009830775,0.0005470351,0.000003100467,0.000004986647,0.00002890023,0.0009436843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9060099,"threshold_uncertainty_score":0.9971645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156379018616929,"score_gpt":0.3123600639434467,"score_spread":0.2807962737572774,"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."}}