{"id":"W2107105564","doi":"10.1002/dc.20140","title":"Fine‐needle aspiration of primary and recurrent benign fibrous histiocytoma: Classic, aneurysmal, and myxoid variants","year":2004,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Pathology; Cytopathology; Giant cell; Histiocyte; Atypia; Dermatofibrosarcoma protuberans; Nuclear atypia; Sarcoma; Angiosarcoma; Nodular fasciitis; Synovial sarcoma; Fine-needle aspiration; Dermatofibrosarcoma; Biopsy; Cytology; Soft tissue; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081704,0.0003375429,0.0003956276,0.001816199,0.0003664893,0.0003593836,0.0003267297,0.0005946763,0.0008064489],"category_scores_gemma":[0.004545507,0.0003547675,0.0002407996,0.0004737247,0.0005496879,0.0004083371,0.0003763837,0.0002039064,0.0003597359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920951,"about_ca_system_score_gemma":0.0002966574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438368,"about_ca_topic_score_gemma":0.003845964,"domain_scores_codex":[0.9994461,0.0001023963,0.0001054724,0.00008377947,0.0001503772,0.0001118842],"domain_scores_gemma":[0.9984462,0.0006540629,0.0001999524,0.0001650089,0.0002480296,0.0002867508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001427056,0.0001729888,0.6817545,0.0002732143,0.0001201256,0.181625,0.00130553,0.0002952452,0.09117003,0.0001477139,0.0005458551,0.04116284],"study_design_scores_gemma":[0.0000631558,0.0007606961,0.5965728,0.0000450138,0.00009388234,0.38921,0.0006594043,0.001532596,0.009445081,0.0001523102,0.001435419,0.00002953173],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965366,0.002110085,0.000520128,0.00003587787,0.00001832872,0.00002845885,0.00005733913,0.00002154834,0.0006716355],"genre_scores_gemma":[0.9987742,0.0004378615,0.0005392382,0.00002881713,0.00002695971,0.000006570688,0.00006348672,0.000004294537,0.0001185793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438368,"threshold_uncertainty_score":0.005720675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861069117857962,"score_gpt":0.2482590482280169,"score_spread":0.2296483570494373,"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."}}