{"id":"W1996220006","doi":"10.1002/dc.20024","title":"Fine‐needle aspiration of primary and recurrent dermatofibrosarcoma protuberans","year":2004,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Pathology; Dermatofibrosarcoma; Nuclear atypia; Atypia; Nodular fasciitis; Neurofibroma; Fine-needle aspiration; Malignancy; Biopsy; Soft tissue; Neurofibromatosis; 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":[0.0005820301,0.0003129883,0.0003456057,0.001181705,0.0003967164,0.0002752623,0.0003590067,0.0006165883,0.001869101],"category_scores_gemma":[0.002463218,0.000333589,0.0002736491,0.0003723206,0.0004432504,0.0003739564,0.0003078261,0.0002727885,0.0007506644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227582,"about_ca_system_score_gemma":0.0002876919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490831,"about_ca_topic_score_gemma":0.002667415,"domain_scores_codex":[0.9996481,0.00006480585,0.00004588066,0.00005483185,0.000110577,0.00007579738],"domain_scores_gemma":[0.999194,0.0003259939,0.0001426252,0.0001124743,0.00009987935,0.0001250068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0007148689,0.0001792546,0.2946472,0.0004659764,0.0001043166,0.5392768,0.001290931,0.0002390536,0.08285982,0.0002041449,0.000896514,0.07912108],"study_design_scores_gemma":[0.00003444762,0.0004735567,0.1225006,0.00003709374,0.00006363708,0.8635228,0.0003012743,0.0005724203,0.01015872,0.00008950796,0.002229178,0.00001665184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914579,0.003456301,0.00222624,0.00008287495,0.00002229252,0.0000655063,0.00008955836,0.00005716705,0.002542128],"genre_scores_gemma":[0.9971968,0.0008618951,0.001138858,0.0000584354,0.00002685396,0.00001238595,0.0001229046,0.00001146126,0.0005703144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001869101,"threshold_uncertainty_score":0.006252825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674270657635829,"score_gpt":0.2556986001478852,"score_spread":0.2389558935715269,"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."}}