{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005885564,0.0008927683,0.0004687879,0.001121534,0.001027231,0.001574688,0.00131044,0.0008976071,0.001265671],"category_scores_gemma":[0.01175761,0.0007488543,0.000382258,0.0008155905,0.001005296,0.001135445,0.002556932,0.00083789,0.0007727366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570125,"about_ca_system_score_gemma":0.001608044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006243418,"about_ca_topic_score_gemma":0.01116672,"domain_scores_codex":[0.9968585,0.0014549,0.0002984357,0.0004109204,0.0004691472,0.0005081396],"domain_scores_gemma":[0.9888327,0.003185105,0.001650089,0.0008583571,0.002004979,0.003468776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002839805,0.001068446,0.958784,0.00005661503,0.00004748162,0.006563718,0.005776623,0.0003062627,0.001735365,0.00004167236,0.000432494,0.02490336],"study_design_scores_gemma":[0.0001444697,0.003758962,0.9432767,0.0001763069,0.000101151,0.02980488,0.01370859,0.003665617,0.002638292,0.00009686081,0.002526472,0.0001016819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984936,0.0004107339,0.0003188488,0.0001163114,0.00001003977,0.00002897784,0.00001944797,0.00001810513,0.0005840747],"genre_scores_gemma":[0.9981856,0.0003122379,0.001051587,0.0001356617,0.0000376362,0.00001573288,0.0000683172,0.00001181496,0.0001813209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006243418,"threshold_uncertainty_score":0.03112626,"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."}}