{"id":"W2141628791","doi":"10.1200/jco.2005.05.011","title":"Molecular Pathogenesis of Mucosa-Associated Lymphoid Tissue Lymphoma","year":2005,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"MALT lymphoma; Chromosomal translocation; Pathogenesis; Mucosa-associated lymphoid tissue; Biology; Lymphoma; BCL10; Marginal zone; Helicobacter pylori; Immunology; Lymphatic system; Pathology; Cytogenetics; Cancer research; B cell; Genetics; Gene; Medicine; Chromosome; Antibody","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003112054,0.0005266211,0.01127343,0.0003607599,0.00003224441,0.000009279601,0.0003926213,0.001943277,0.0002155309],"category_scores_gemma":[0.004635971,0.0003407571,0.004155633,0.0003771295,0.000218327,0.00005852326,0.0001145161,0.0004528305,0.00008335061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438321,"about_ca_system_score_gemma":0.009550673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002520187,"about_ca_topic_score_gemma":0.00001093349,"domain_scores_codex":[0.9898922,0.001365064,0.00719032,0.0003963571,0.0007547264,0.0004012675],"domain_scores_gemma":[0.9852242,0.003630915,0.009211985,0.000498836,0.0007672684,0.0006667202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002518903,0.0083868,0.0007488434,0.001134796,0.003909252,0.005109969,0.00001100408,8.378402e-7,0.000003187575,0.00004886204,0.00203708,0.9783575],"study_design_scores_gemma":[0.009517544,0.008979602,0.003935522,0.006682551,0.01500216,0.0030017,0.000007341968,0.000001641746,0.00002111654,0.00002125855,0.9525977,0.0002318554],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00515187,0.9903342,0.000007493431,0.0005187868,0.00124463,0.0005667419,0.00005092633,0.00001306737,0.002112338],"genre_scores_gemma":[0.002842409,0.9934635,0.001409446,0.0006904423,0.001241597,0.00002428198,0.00004269589,0.00007491058,0.0002107584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9781256,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585100143219472,"score_gpt":0.505749278314124,"score_spread":0.3472392639921767,"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."}}