{"id":"W4379981753","doi":"10.1002/hon.3163_111","title":"CIRCULATING TUMOR DNA (CTDNA) STATUS AND CLINICAL OUTCOMES IN PATIENTS (PTS) WITH PREVIOUSLY UNTREATED DIFFUSE LARGE B‐CELL LYMPHOMA (DLBCL) IN THE POLARIX STUDY","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada); Spinal Cord Injury BC; University of British Columbia","funders":"Genentech; F. Hoffmann-La Roche; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Internal medicine; Hazard ratio; Diffuse large B-cell lymphoma; Oncology; Gastroenterology; Lymphoma; Nuclear medicine; Confidence interval","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":[0.0006103054,0.0002188912,0.0005473049,0.00007477165,0.000076722,0.00002814422,0.0002088548,0.0002322484,0.000005123682],"category_scores_gemma":[0.0006534887,0.0001386,0.00007013993,0.0002574429,0.0001231307,0.000004099147,0.0002778762,0.000182029,0.00001052518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006398107,"about_ca_system_score_gemma":0.0001451107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152393,"about_ca_topic_score_gemma":0.00252742,"domain_scores_codex":[0.9977472,0.0004323215,0.0005484917,0.0005431448,0.0001443903,0.0005843968],"domain_scores_gemma":[0.9987984,0.0005476781,0.000167474,0.0003270985,0.00004551517,0.0001138386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002671968,0.008266729,0.9896865,0.00001359305,0.00003406728,0.0004338781,0.0003025038,0.000004867978,0.00004525608,0.00008740399,0.000101244,0.0007567781],"study_design_scores_gemma":[0.0191811,0.003649526,0.9743502,0.000009414013,0.00003657761,0.0000249772,0.0009748109,0.00006720702,0.0000318119,0.00006609446,0.001411293,0.0001969488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984453,0.0001287201,0.000005939344,0.0001558948,0.00008299691,0.0008856677,0.00002570042,0.00001920608,0.0002506225],"genre_scores_gemma":[0.9987389,0.0001563805,0.00006925874,0.0007863458,0.00002898943,0.00008874205,0.00009282227,0.00001914098,0.00001938005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189139,"threshold_uncertainty_score":0.5651943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882046828999353,"score_gpt":0.3107343171608774,"score_spread":0.2919138488708839,"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."}}