{"id":"W2032698211","doi":"10.1002/gcc.20606","title":"Prognostic significance of secondary cytogenetic alterations in follicular lymphomas","year":2008,"lang":"en","type":"article","venue":"Genes Chromosomes and Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Karyotype; Chromosomal translocation; Follicular lymphoma; Biology; Pathology; Histology; Lymphoma; Cytogenetics; Chromosome; Epigenetics; Malignant transformation; Cancer research; Immunology; Genetics; Medicine; Gene","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":[0.00002615845,0.0001231032,0.0002781382,0.0000620105,0.00005727854,0.000005493219,0.00003241057,0.00004665324,0.0002165783],"category_scores_gemma":[0.000006203952,0.00009895772,0.00006010553,0.0001535337,0.00009067974,0.00003814633,0.00001911941,0.00002833531,0.000003589186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008723253,"about_ca_system_score_gemma":0.0003234598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419203,"about_ca_topic_score_gemma":0.00009550118,"domain_scores_codex":[0.999247,0.00001705758,0.0002128734,0.0002264612,0.0001306243,0.0001660067],"domain_scores_gemma":[0.9996339,0.00003189487,0.00005326689,0.0001552479,0.00004479926,0.00008090688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004647849,0.0003535383,0.9432451,0.0001679608,0.0001123743,0.0002125509,0.0004844016,0.00005823435,0.01284443,0.0001089076,0.0002277464,0.04213835],"study_design_scores_gemma":[0.00282949,0.0002605319,0.9161999,0.000171548,0.0001061849,0.0001789917,0.00007037,0.00009025233,0.07484979,0.00005031592,0.00505953,0.0001331103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417176,0.05703014,0.000005581458,0.0002310436,0.00005699251,0.0004004728,0.00004314341,0.00001155558,0.0005035162],"genre_scores_gemma":[0.9833201,0.01551834,0.0002746948,0.0001739703,0.00007820121,0.0003648058,0.00002224452,0.00001222591,0.0002353712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06200536,"threshold_uncertainty_score":0.4035379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010243711128781,"score_gpt":0.2623756761857389,"score_spread":0.2422732390744511,"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."}}