{"id":"W4282913189","doi":"10.1016/j.soc.2022.03.011","title":"Leiomyosarcoma","year":2022,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sinai Health System; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Leiomyosarcoma; Soft tissue sarcoma; Radiology; Percutaneous; Pelvis; Sarcoma; Systemic therapy; Biopsy; Overall survival; Soft tissue; Surgery; Cancer; Internal medicine; 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":[0.0002120088,0.0006083373,0.0007967053,0.00326781,0.0002134042,0.0005831275,0.0003782985,0.0004393633,0.01088699],"category_scores_gemma":[0.0007517232,0.0002275136,0.0003114574,0.00223627,0.0003077064,0.0008560499,0.0006441578,0.0007638489,0.003112994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043003,"about_ca_system_score_gemma":0.0008916762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313025,"about_ca_topic_score_gemma":0.004032878,"domain_scores_codex":[0.999896,0.00001638605,0.00001758719,0.00002482906,0.00002973969,0.00001532992],"domain_scores_gemma":[0.999821,0.00007029896,0.00004832448,0.000007515666,0.00003183488,0.00002108311],"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":[0.0000369676,0.00002057625,0.0003032894,0.007954379,0.00005096228,0.0004141831,0.00003340983,0.0001724124,0.001031257,0.0005232922,0.03815253,0.9513068],"study_design_scores_gemma":[0.00005318646,0.0001121783,0.002760377,0.01089822,0.0004430212,0.01169646,0.00009886715,0.0001140217,0.0008289706,0.000910928,0.972059,0.00002487567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003643147,0.9946671,0.0001695148,0.0002971391,0.0002784217,0.000008529052,0.0000529261,0.00002095964,0.004141109],"genre_scores_gemma":[0.003360454,0.9916727,0.0002705721,0.0006370296,0.0004304379,0.0000139257,0.0001440851,0.000004219194,0.003466617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01088699,"threshold_uncertainty_score":0.03642064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015395711771102,"score_gpt":0.4285235308737218,"score_spread":0.3269839596966116,"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."}}