{"id":"W4413024400","doi":"10.1177/10668969251358353","title":"Suspicious Atypical B-Cell Infiltrates—Significance of Work-up in Urinary and Male Genital Organs","year":2025,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Medicine; Lymphoma; Pathology; Genitourinary system; Urinary bladder; Prostate; Chronic lymphocytic leukemia; Follicular lymphoma; Germinal center; Kidney; B cell; Internal medicine; Leukemia; Antibody; Immunology; Cancer","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":[0.001519895,0.0004215972,0.000333362,0.002057907,0.0008860362,0.001024164,0.0006000141,0.0007538146,0.001393649],"category_scores_gemma":[0.005437555,0.0002933653,0.00026021,0.001015105,0.000771963,0.001127823,0.0005853192,0.0005472453,0.0005031195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681321,"about_ca_system_score_gemma":0.0006144541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314301,"about_ca_topic_score_gemma":0.001625133,"domain_scores_codex":[0.9990061,0.0002925698,0.0001824091,0.00011987,0.0002069248,0.0001920439],"domain_scores_gemma":[0.9964375,0.001192283,0.0009262126,0.000203167,0.0004185906,0.0008222232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008450574,0.00002146963,0.9745941,0.00003458303,0.00001322422,0.01666263,0.0001452282,0.0001120136,0.002012754,0.0000362361,0.0002172669,0.006066015],"study_design_scores_gemma":[0.000006590341,0.0001468711,0.8667292,0.00007572892,0.00004063091,0.1277709,0.001231362,0.0008949109,0.001663508,0.0001496598,0.001273947,0.0000166824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937378,0.002224634,0.0005816197,0.0002481563,0.00003403201,0.00002124002,0.00007019866,0.00003876191,0.003043624],"genre_scores_gemma":[0.9990364,0.0003885635,0.0003550109,0.00005793315,0.00004818389,0.000003667827,0.00003574438,0.000004140191,0.00007028776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002057907,"threshold_uncertainty_score":0.008038044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433903927096506,"score_gpt":0.3080757067638381,"score_spread":0.293736667492873,"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."}}