{"id":"W4380083674","doi":"10.1002/hon.3164_204","title":"Impact of the Dark Zone Signature on Central Nervous System Relapse in a Real‐World Diffuse Large B‐cell Lymphoma Population","year":2023,"lang":"en","type":"article","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; University of British Columbia; BC Cancer Agency","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Genome British Columbia; Genome Canada; Leukemia and Lymphoma Society","keywords":"Diffuse large B-cell lymphoma; Population; Lymphoma; Medicine; Internal medicine; Cumulative incidence; Oncology; Incidence (geometry); Rituximab; Pathology; Cohort","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002732615,0.0001603219,0.0001793731,0.0006672248,0.0003588567,0.0007175842,0.0002954477,0.0002136898,0.001210649],"category_scores_gemma":[0.001085949,0.0001272856,0.000120931,0.0006692105,0.0004177369,0.000264925,0.0005104143,0.0002407918,0.0002379375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210834,"about_ca_system_score_gemma":0.0003846648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03122929,"about_ca_topic_score_gemma":0.04984672,"domain_scores_codex":[0.9997304,0.0000416105,0.0000213551,0.00008511717,0.00005637594,0.00006512798],"domain_scores_gemma":[0.9994497,0.00006645272,0.000209728,0.00005914662,0.00008885101,0.0001261878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000947212,0.000008466249,0.9979493,0.000004269156,0.00001239837,0.0001265374,0.00006354436,0.0000359742,0.0005307131,0.000007196843,0.00003903644,0.001127852],"study_design_scores_gemma":[0.000002294226,0.00003471601,0.9989201,0.000001541512,0.000007301493,0.0005850494,0.0001483895,0.00009569002,0.00006616779,0.000009203109,0.0001275588,0.000002110561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995484,0.00006460021,0.00002753622,0.000009908219,6.328871e-7,0.000002654698,0.00015862,0.00000168636,0.0001859428],"genre_scores_gemma":[0.9996977,0.00003399221,0.00002324128,0.000005902618,0.000001146729,0.000001715762,0.0001903951,0.000001015883,0.00004475996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03122929,"threshold_uncertainty_score":0.06209505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135789719110921,"score_gpt":0.3165275602961005,"score_spread":0.2951696631049913,"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."}}