{"id":"W2060840621","doi":"10.1002/dc.10249","title":"Fine‐needle aspiration of leiomyosarcoma: A correlative cytohistopathological study of 96 tumors in 68 patients","year":2003,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Leiomyosarcoma; Pathology; Epithelioid cell; Medicine; Smooth Muscle Tumor; Giant cell; Fine-needle aspiration; Cytopathology; Differential diagnosis; Sarcoma; Leiomyoma; Synovial sarcoma; Anatomy; Immunohistochemistry; Cytology; Biopsy","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":[0.0003480913,0.0002461611,0.0008856163,0.0003428372,0.00003771261,0.000003030072,0.00009281825,0.0001468596,0.0001407898],"category_scores_gemma":[0.004342752,0.0002063913,0.0001155266,0.0004416833,0.0001772976,0.00005103275,0.00005312911,0.0002171289,0.00002669776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193217,"about_ca_system_score_gemma":0.00008141945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051043,"about_ca_topic_score_gemma":0.0001095093,"domain_scores_codex":[0.997714,0.0004188577,0.0008411004,0.0004359801,0.0002891665,0.0003008297],"domain_scores_gemma":[0.9975744,0.001409127,0.0003310605,0.0003915514,0.0002051213,0.00008875121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350415,0.01516428,0.977937,0.0000359813,0.00002074825,0.001407289,0.001955551,0.0000395495,0.0003026313,0.0008541193,0.00004206694,0.00210572],"study_design_scores_gemma":[0.007484209,0.007146598,0.9820144,0.0001274186,0.000157802,0.0001283259,0.0008010364,0.0000121363,0.001726783,0.0002149525,0.00004279123,0.0001435491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964439,0.0005628889,0.00004477811,0.00004905365,0.0001727526,0.001390794,0.00002370946,0.00002052468,0.001291622],"genre_scores_gemma":[0.9992387,0.00001736959,0.0003113332,0.00006550487,0.00001424579,0.0002622478,0.00004777567,0.00002082917,0.00002196324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008017686,"threshold_uncertainty_score":0.8416393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109448644615191,"score_gpt":0.2734966561922626,"score_spread":0.2524021697461107,"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."}}