{"id":"W2339100371","doi":"10.5539/cco.v5n1p73","title":"Soft Tissue Lymphoma Mimicking a Lipomatous Tumor on Fine Needle Aspiration: A Diagnostic Pitfall","year":2016,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soft tissue; Medicine; Fine-needle aspiration; Biopsy; Lymphoma; Magnetic resonance imaging; Radiology; Diffuse large B-cell lymphoma; Soft tissue sarcoma; Pathology; Liposarcoma; Soft tissue pathology; Sarcoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452131,0.0001842087,0.0006341246,0.0000460571,0.00007715161,0.00001200114,0.00006436668,0.0001854404,0.0004070922],"category_scores_gemma":[0.001232145,0.0001089333,0.0001217816,0.00007701022,0.0001914055,0.00004256129,0.00005018104,0.00007145889,0.0001952222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509357,"about_ca_system_score_gemma":0.0005085837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402052,"about_ca_topic_score_gemma":0.0002861069,"domain_scores_codex":[0.9985125,0.00009385522,0.0005362388,0.0004340526,0.0001392808,0.000284079],"domain_scores_gemma":[0.9952736,0.003941999,0.000156533,0.0002405736,0.00007711964,0.0003101398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004154207,0.001328581,0.1685006,0.00002089781,0.0001407711,0.0006133493,0.00004537285,4.625817e-7,0.00007467141,0.0003694461,0.006228479,0.8222619],"study_design_scores_gemma":[0.01882046,0.01097145,0.6363433,0.0004765635,0.0004632469,0.0002309105,0.0000278458,0.00002896096,0.0008189853,0.0002713877,0.3313234,0.000223468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739043,0.00272643,0.00005746476,0.01836172,0.0008460059,0.0004630992,0.00002357889,0.00006781574,0.003549597],"genre_scores_gemma":[0.9874127,0.001576877,0.0001301779,0.008741309,0.0009934243,0.0002532848,0.000006389086,0.00002086841,0.000864957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220385,"threshold_uncertainty_score":0.4457374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442415288189884,"score_gpt":0.3961095721303709,"score_spread":0.3416854192484721,"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."}}