{"id":"W2028157745","doi":"10.1002/dc.10335","title":"Cytohistologic correlations in angiosarcoma including classic and epithelioid variants: Institut Curie's experience","year":2003,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Angiosarcoma; Pathology; Medicine; Epithelioid cell; Rhabdomyosarcoma; Sarcoma; Malignancy; Epithelioid sarcoma; Differential diagnosis; Hemangiosarcoma; Cytology; Immunohistochemistry","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":[0.0003312504,0.0002140901,0.000485342,0.0003002026,0.000162044,0.00001595676,0.00009236202,0.0001715976,0.00009207876],"category_scores_gemma":[0.004597447,0.0001964892,0.00008962643,0.0004124464,0.0003475202,0.000112604,0.00007728821,0.0003180965,0.00004883064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008092915,"about_ca_system_score_gemma":0.0001063607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682875,"about_ca_topic_score_gemma":0.00003058379,"domain_scores_codex":[0.9983886,0.0001957837,0.0003897299,0.0004608286,0.0001439903,0.0004210535],"domain_scores_gemma":[0.9987104,0.0006572033,0.00008894666,0.0003355348,0.0000453421,0.0001625862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001400535,0.0002003615,0.9715715,0.0000294694,0.00001047315,0.003402533,0.001252397,0.000008628444,0.001758762,0.01995243,0.00008124265,0.001718176],"study_design_scores_gemma":[0.001946216,0.0002565486,0.9828826,0.0001884349,0.00008071732,0.003927166,0.0005329918,0.00009460085,0.0003819966,0.001987658,0.007456999,0.0002640377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898099,0.003342597,0.001875779,0.0006826739,0.0002842443,0.000490238,0.00000890772,0.00006501537,0.003440648],"genre_scores_gemma":[0.9971132,0.0003650646,0.001611597,0.0005296056,0.00006714032,0.0001567038,0.00002202652,0.00002127642,0.0001133562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796478,"threshold_uncertainty_score":0.8012596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483171115988514,"score_gpt":0.2831177011540266,"score_spread":0.2582859899941415,"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."}}