{"id":"W1952004741","doi":"10.5858/2001-125-0332-plgbcl","title":"Primary Low-Grade B-Cell Lymphoma of Mucosa-Associated Lymphoid Tissue Type Arising in the Urinary Bladder","year":2001,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre","funders":"","keywords":"Lymphoma; Immunophenotyping; Pathology; Urinary bladder; Immunohistochemistry; Medicine; Immunoglobulin heavy chain; Immunoglobulin light chain; MALT lymphoma; Context (archaeology); Antibody; Biology; Internal medicine; Immunology; Antigen","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":[0.0005087337,0.0002821099,0.0008595877,0.0003364071,0.00006159295,0.00000254751,0.0002463742,0.0001492325,0.00006801321],"category_scores_gemma":[0.000288437,0.0001854974,0.00008342021,0.0007437433,0.0008592799,0.00005507808,0.00007212011,0.0001423103,0.00001055368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036361,"about_ca_system_score_gemma":0.0004360317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209137,"about_ca_topic_score_gemma":0.00002495122,"domain_scores_codex":[0.9977072,0.0004554317,0.0006983911,0.0003778182,0.0003736136,0.0003875648],"domain_scores_gemma":[0.997974,0.000832842,0.0003560002,0.0006066872,0.0001130344,0.0001174867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001152502,0.01312492,0.6889994,0.0003607104,0.0003184366,0.01280055,0.01148264,0.000007131591,0.2551973,0.000394122,0.001942845,0.01421945],"study_design_scores_gemma":[0.01450342,0.003417506,0.9580658,0.0005813842,0.0004104718,0.0008086405,0.001242728,0.00002063042,0.01798434,0.0002976859,0.002491519,0.0001758562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811848,0.008051071,0.00001093736,0.001731436,0.0001928617,0.0004701661,0.00002965449,0.00003013674,0.008298981],"genre_scores_gemma":[0.9952115,0.002138164,0.0003822624,0.001819421,0.0001243484,0.00002910188,0.0001397429,0.00003007872,0.0001254271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2690664,"threshold_uncertainty_score":0.7564364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325325441962185,"score_gpt":0.2703122377388107,"score_spread":0.2570589833191889,"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."}}