{"id":"W4386253135","doi":"10.1002/cncy.22751","title":"Role of EBUS‐TBNA/EUS‐FNA and mass spectrometry for diagnosis and typing of lymph node amyloidosis: 10‐year experience in two tertiary care academic centers","year":2023,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; McMaster University","funders":"","keywords":"Medicine; Lymphoplasmacytic Lymphoma; Amyloidosis; Fine-needle aspiration; Biopsy; Pathology; Lymphoma; Lymph node; Radiology; Waldenstrom macroglobulinemia","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":[0.0001123035,0.0002087102,0.0003756838,0.0001955937,0.00004150886,0.000005713629,0.0001847114,0.0001857677,0.00001575652],"category_scores_gemma":[0.0001190835,0.0002119685,0.0000799838,0.0001982158,0.0002427156,0.00001152111,0.0001819374,0.00008299825,0.000001308842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006281082,"about_ca_system_score_gemma":0.00005725642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009166114,"about_ca_topic_score_gemma":0.00004811523,"domain_scores_codex":[0.9986345,0.0000670325,0.0003402385,0.0005201583,0.000074916,0.0003631228],"domain_scores_gemma":[0.9993574,0.00007831324,0.0001686131,0.0002637662,0.00005928752,0.00007261745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007061716,0.00001801494,0.6918061,0.00009176762,0.00002595896,0.000003563789,0.0006763974,0.00002086047,0.3056047,0.00001532861,0.00004417507,0.001622521],"study_design_scores_gemma":[0.001544968,0.0001184282,0.5894915,0.0001080602,0.00005069984,0.000007266361,0.002823681,0.00003064706,0.4052823,0.00006438773,0.00029275,0.0001852034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818767,0.01720798,0.00004223366,0.000188082,0.0001052447,0.0003252944,0.000198516,0.00001615919,0.00003974924],"genre_scores_gemma":[0.9850482,0.01327103,0.0005383173,0.0002011473,0.0000701591,0.0007531318,0.00005503053,0.00003327592,0.00002974241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023145,"threshold_uncertainty_score":0.8643824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148995899615663,"score_gpt":0.3168296003907375,"score_spread":0.3019300104291712,"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."}}