{"id":"W2114861719","doi":"10.1002/dc.21818","title":"Metastatic proximal epithelioid sarcoma in pleural effusion: Cytopathologic findings and differential diagnosis","year":2011,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Epithelioid sarcoma; Pathology; Pleural effusion; Serous fluid; Differential diagnosis; Epithelioid cell; Mesothelioma; Sarcoma; Immunoperoxidase; Adenocarcinoma; Pleural disease; Effusion; Soft tissue; Radiology; Respiratory disease; Immunohistochemistry; Cancer; Lung; Surgery; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003198372,0.0004642281,0.0009652392,0.0004615567,0.0001192779,0.00002462555,0.0001658932,0.0001885561,0.001011204],"category_scores_gemma":[0.001442866,0.000369571,0.0001749278,0.0003252625,0.0003638607,0.0001068422,0.0002449351,0.0003767133,0.000126095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009921694,"about_ca_system_score_gemma":0.00005570182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001346989,"about_ca_topic_score_gemma":0.00008416844,"domain_scores_codex":[0.9972801,0.0002685111,0.0006365833,0.0008193758,0.0002564155,0.0007390605],"domain_scores_gemma":[0.9975483,0.001521969,0.0001228203,0.0004674412,0.00006516655,0.0002743224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002460539,0.002292238,0.9675355,0.00009947691,0.00003740408,0.01639183,0.001341182,2.317306e-7,0.00109023,0.0009880209,0.00008842387,0.009889413],"study_design_scores_gemma":[0.004762866,0.001510744,0.9794168,0.0002187115,0.0003755158,0.003522588,0.0001851335,0.00003460054,0.008183376,0.001353312,0.00009954878,0.0003368316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941245,0.002845193,0.00005906999,0.0008299211,0.0002854361,0.001214518,0.00004715857,0.0001076374,0.0004865139],"genre_scores_gemma":[0.9939217,0.001755763,0.002158176,0.0006756052,0.00008621811,0.001256742,0.0000594912,0.00005117316,0.00003513052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01286924,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712103670890894,"score_gpt":0.2719473088229952,"score_spread":0.2348262721140862,"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."}}