{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345416,0.0001708649,0.0005543357,0.0001202266,0.00008720693,0.000006475278,0.00004698865,0.0001173114,0.00004565696],"category_scores_gemma":[0.00007300815,0.0001344355,0.00004676558,0.00006223432,0.0002079175,0.00002027972,0.00005646382,0.0001515887,0.000002908428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001791975,"about_ca_system_score_gemma":0.00001526284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000217607,"about_ca_topic_score_gemma":0.0000154504,"domain_scores_codex":[0.9988874,0.0001110724,0.0003622255,0.0003506426,0.00009892016,0.000189692],"domain_scores_gemma":[0.9993429,0.0001222554,0.0001178968,0.000284706,0.00004939451,0.00008287573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000202042,0.005308939,0.914601,0.00002558387,0.00005250887,0.006267565,0.0007497964,4.226115e-8,0.06657293,0.0003026144,0.0001063794,0.005810604],"study_design_scores_gemma":[0.005116289,0.00648006,0.982628,0.00002920767,0.000294279,0.003452324,0.0003226941,0.000002507198,0.001144678,0.0004151794,0.000011617,0.000103174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956418,0.003560049,0.000001609917,0.0001341959,0.00003358338,0.000459909,0.000005661632,0.00003946495,0.0001237576],"genre_scores_gemma":[0.9994722,0.0001114519,0.0001169376,0.0001777826,0.00002924837,0.0000239627,0.00002758159,0.000009890714,0.0000309474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06802699,"threshold_uncertainty_score":0.548212,"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."}}