{"id":"W2023471796","doi":"10.1016/j.humpath.2009.10.005","title":"Pleomorphic and dedifferentiated leiomyosarcoma: clinicopathologic and immunohistochemical study of 41 cases","year":2009,"lang":"en","type":"article","venue":"Human Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Calponin; Desmin; Leiomyosarcoma; Caldesmon; Pathology; Immunohistochemistry; Sarcoma; Actin; Undifferentiated Pleomorphic Sarcoma; Biology; Smooth Muscle Tumor; Myosin; Anatomy; Soft tissue sarcoma; Medicine; Vimentin; Cell biology","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":[0.0008143344,0.0006398912,0.0004812181,0.002312691,0.001268185,0.0006543669,0.0005765582,0.0005072327,0.00265569],"category_scores_gemma":[0.002064174,0.001001186,0.0005110548,0.001291442,0.001367602,0.0006849124,0.001307932,0.0002782826,0.0007044328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656772,"about_ca_system_score_gemma":0.0003698325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009810597,"about_ca_topic_score_gemma":0.001237548,"domain_scores_codex":[0.9993773,0.00008202014,0.0001120794,0.0001458013,0.0001292246,0.0001535237],"domain_scores_gemma":[0.9992207,0.0003549575,0.000117627,0.0001263051,0.00006277394,0.0001176055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246706,0.0003327651,0.6867403,0.0002598613,0.0001084637,0.2636589,0.004473757,0.0005486776,0.02377181,0.0004388197,0.0003702423,0.01804974],"study_design_scores_gemma":[0.0001070401,0.0007624401,0.6414641,0.00005248734,0.0001912342,0.3391953,0.003013206,0.0007988384,0.008304553,0.0003019669,0.005759101,0.00004972065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974921,0.0004944198,0.0003312095,0.00002414188,0.000004709013,0.00003383328,0.00008892163,0.000008914345,0.001521845],"genre_scores_gemma":[0.9985133,0.0004525149,0.0002909453,0.00001679523,0.0000133615,0.00003504743,0.0001577469,0.000003995835,0.000516282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00265569,"threshold_uncertainty_score":0.008884132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534853013325204,"score_gpt":0.343709400781615,"score_spread":0.288360870648363,"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."}}