{"id":"W2034389850","doi":"10.1002/dc.21206","title":"Fine‐needle aspiration in myxofibrosarcoma: Experience of Institut Curie","year":2009,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Myxofibrosarcoma; Medicine; Myxoid liposarcoma; Pathology; Differential diagnosis; Sarcoma; Cytology; Cytopathology; Fine-needle aspiration; Atypia; Myxoma; Malignancy; Radiology; Liposarcoma; 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":[0.0001087472,0.0001594562,0.0004227909,0.0001969645,0.00003104287,0.000005969307,0.00008289697,0.0001107021,0.000111499],"category_scores_gemma":[0.00120032,0.0001414592,0.00007881386,0.0002783187,0.0001210575,0.00008000254,0.00002658485,0.0001156962,0.00003891683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006325502,"about_ca_system_score_gemma":0.00007297482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006052433,"about_ca_topic_score_gemma":0.0000812675,"domain_scores_codex":[0.9988225,0.00004968639,0.000409177,0.0002960788,0.0001600412,0.0002625017],"domain_scores_gemma":[0.9989803,0.0004516988,0.00009628299,0.0003286269,0.00006115577,0.00008191609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007054454,0.001587276,0.9542235,0.00002253242,0.000005643959,0.001738789,0.001101193,0.00002252446,0.005261583,0.004390864,0.000145852,0.03142972],"study_design_scores_gemma":[0.002000879,0.001101918,0.9801117,0.0001597184,0.00003876584,0.0002755832,0.0001016821,0.00003010644,0.01488425,0.0006045413,0.0005767409,0.0001141009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994074,0.002025992,0.00009370916,0.0008885628,0.0001439122,0.0004416563,0.000008704933,0.00003501725,0.002288472],"genre_scores_gemma":[0.9983605,0.0001044673,0.0007248554,0.0005645788,0.00006113572,0.0001068508,0.00004263214,0.000008902422,0.00002610398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03131562,"threshold_uncertainty_score":0.5768538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007672233231832,"score_gpt":0.2963699499764674,"score_spread":0.2762932276441491,"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."}}