{"id":"W4382501478","doi":"10.1002/hon.3197","title":"Central nervous system lymphomas—Assessment and treatment and prevention of central nervous system relapse","year":2023,"lang":"en","type":"review","venue":"Hematological Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Medicine; Primary central nervous system lymphoma; Lymphoma; Central nervous system; Intensive care medicine; Population; Oncology; Immunology; Internal medicine; Environmental health","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"],"consensus_categories":[],"category_scores_codex":[0.0002893463,0.0008298285,0.005913034,0.000248779,0.0001401365,0.00003142574,0.000127818,0.001120963,0.00002963902],"category_scores_gemma":[0.00004766528,0.000519303,0.000813495,0.0003019256,0.0002514324,0.00003912851,0.0002064259,0.0002322899,0.00002722172],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530273,"about_ca_system_score_gemma":0.001074658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001461579,"about_ca_topic_score_gemma":0.00003791617,"domain_scores_codex":[0.9953952,0.000685737,0.001697776,0.001042472,0.0003041407,0.0008746306],"domain_scores_gemma":[0.9969752,0.0008382355,0.0009744505,0.000540608,0.00007384042,0.000597681],"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":[0.0001323553,0.001633988,0.0021698,0.04997617,0.001767459,0.005896776,0.0000905238,8.362096e-7,7.308964e-7,0.02060621,0.0002740296,0.9174511],"study_design_scores_gemma":[0.01768731,0.02214355,0.05947457,0.09586953,0.03551286,0.08555869,0.002316352,0.0003694009,0.00001632368,0.0001488538,0.6790331,0.001869437],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01442789,0.9783254,0.00002717322,0.0001216423,0.0005887368,0.004276582,0.0001493755,0.0003455843,0.00173763],"genre_scores_gemma":[0.04785283,0.9493379,0.0007467631,0.00001538507,0.000169577,0.001213514,0.0003359826,0.00008317811,0.0002448579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9155817,"threshold_uncertainty_score":0.9997259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09116949360590577,"score_gpt":0.3914465801124898,"score_spread":0.300277086506584,"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."}}