{"id":"W1973773204","doi":"10.1016/j.beha.2011.02.006","title":"Transformation of follicular lymphoma","year":2011,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"National Cancer Institute","keywords":"Follicular lymphoma; Pathogenesis; Lymphoma; Medicine; Transformation (genetics); Natural history; Pathology; Immunology; Biology; Internal medicine; Genetics","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":[0.0005193276,0.0006392426,0.00147959,0.003108568,0.0002630629,0.001305012,0.0008358613,0.0008620282,0.003566032],"category_scores_gemma":[0.001347661,0.0003243941,0.0005689667,0.002103229,0.0007974135,0.001409526,0.0008055081,0.001226762,0.001309837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007806873,"about_ca_system_score_gemma":0.001193971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962918,"about_ca_topic_score_gemma":0.00355194,"domain_scores_codex":[0.999612,0.00009117381,0.00008430751,0.0000632461,0.0001070394,0.00004229052],"domain_scores_gemma":[0.9995369,0.000207706,0.0001046962,0.00002234479,0.00009218848,0.00003618618],"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":[0.000137478,0.00003555349,0.0007855783,0.02065149,0.0001147136,0.001038964,0.0000800849,0.0001623269,0.001089451,0.001101641,0.02149071,0.9533121],"study_design_scores_gemma":[0.0001256929,0.0001942436,0.0057841,0.01244165,0.000732522,0.02386421,0.0002750139,0.0001903506,0.001267846,0.002166989,0.9529134,0.00004397831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002316488,0.9985476,0.00008398122,0.0001635585,0.0001360932,0.000005821529,0.00001430071,0.000006338881,0.0008106977],"genre_scores_gemma":[0.006297935,0.9917441,0.0002004534,0.0005595047,0.0003570511,0.000009829207,0.00006944132,0.000002449359,0.0007592494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003566032,"threshold_uncertainty_score":0.01192957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3916805290545713,"score_gpt":0.5762903486837176,"score_spread":0.1846098196291463,"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."}}