{"id":"W2026548922","doi":"10.3324/haematol.2011.040402","title":"Genomic profiles of MALT lymphomas: variability across anatomical sites","year":2011,"lang":"en","type":"article","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Associazione Italiana per la Ricerca sul Cancro; Oncosuisse; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Biology; Chromosome; Comparative genomic hybridization; MALT lymphoma; Chromosomal translocation; Genetics; Pathology; Evolutionary biology; Gene; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000230049,0.0001759162,0.000594972,0.00003268237,0.00006209133,0.000004713372,0.0001196456,0.0001548438,0.001078199],"category_scores_gemma":[0.0001677625,0.0001155895,0.0001711182,0.0001104807,0.0002363377,0.00003774029,0.0001080728,0.00005267912,0.0001358295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009423296,"about_ca_system_score_gemma":0.00008069123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006502,"about_ca_topic_score_gemma":0.000007345572,"domain_scores_codex":[0.9987425,0.00007154117,0.0003866032,0.0003473164,0.000145552,0.0003064924],"domain_scores_gemma":[0.9990591,0.0001353528,0.000134724,0.0004554813,0.00008275147,0.0001326021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000289341,0.001543887,0.9851108,0.0001459455,0.0001171076,0.000275568,0.0005658718,7.774389e-8,0.001379401,0.009063702,0.0002832919,0.00122507],"study_design_scores_gemma":[0.001486199,0.0003600089,0.9282975,0.00004239412,0.00009727847,0.0004249844,0.0001586199,0.00003174652,0.06688721,0.001839551,0.0002579993,0.0001165049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989351,0.0002909542,0.00001433485,0.0001231736,0.00005077524,0.0004534167,0.00004024379,0.00008505899,0.009591042],"genre_scores_gemma":[0.9947828,0.00005142347,0.00483042,0.0001460799,0.00001943813,0.00008969079,0.00002321851,0.00001156,0.00004539222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06550781,"threshold_uncertainty_score":0.999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047863974647793,"score_gpt":0.2929303381884109,"score_spread":0.242451698441933,"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."}}