{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004940675,0.0005131923,0.0003651374,0.001389142,0.0007154517,0.0004631525,0.0003497968,0.000504074,0.001690675],"category_scores_gemma":[0.004068534,0.0006980976,0.0002211444,0.0006862323,0.0007534289,0.000658387,0.0005019433,0.0003686882,0.000540559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211883,"about_ca_system_score_gemma":0.0002271248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318285,"about_ca_topic_score_gemma":0.001978409,"domain_scores_codex":[0.9995524,0.0000765544,0.00006224416,0.0001068582,0.0001100616,0.00009189252],"domain_scores_gemma":[0.9986375,0.0004541482,0.0003758448,0.0001456819,0.0001460363,0.0002407713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145409,0.00007734904,0.9832783,0.00002135428,0.00002067226,0.009988893,0.0005294883,0.00007823662,0.002503442,0.00001771746,0.00009363296,0.003176401],"study_design_scores_gemma":[0.00005469819,0.0006611409,0.9515058,0.00001838335,0.00003883223,0.04424533,0.0006999879,0.0005117906,0.00149515,0.00004014599,0.0007092051,0.00001971029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994773,0.0001594629,0.00007976335,0.00001412343,0.000003472476,0.00001178876,0.0000452017,0.0000042456,0.0002047347],"genre_scores_gemma":[0.99958,0.00009809578,0.00009667981,0.00001705389,0.0000105822,0.000009880582,0.0001005004,0.000002411517,0.00008468652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002318285,"threshold_uncertainty_score":0.005655885,"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."}}