{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363834,0.0003793314,0.0004652894,0.0001700048,0.0002166496,0.0007312121,0.000271265,0.0003337341,0.001806151],"category_scores_gemma":[0.0008918368,0.0002473718,0.0004030118,0.0004722393,0.0003108774,0.0003274257,0.0004358669,0.0006196367,0.0002203909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082065,"about_ca_system_score_gemma":0.000305028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105939,"about_ca_topic_score_gemma":0.001330309,"domain_scores_codex":[0.9996685,0.0001568159,0.0000182039,0.00007243676,0.00004424138,0.00003978181],"domain_scores_gemma":[0.9994893,0.0001276345,0.0001503806,0.00004416495,0.00003190266,0.0001565827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1154569,0.0006416456,0.8623996,0.0002394083,0.00122693,0.0002196467,0.0001370122,0.000821716,0.003135883,0.0001271465,0.001736398,0.01385768],"study_design_scores_gemma":[0.01516686,0.01682538,0.959864,0.00007064954,0.00133083,0.0005797598,0.0001779079,0.001326166,0.0010067,0.0001647491,0.003464819,0.00002214563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969856,0.001134922,0.0001005282,0.00008167885,0.00001383052,0.00003393693,0.001107173,0.000003832745,0.0005385444],"genre_scores_gemma":[0.996623,0.000383636,0.00011979,0.00009118666,0.00003017865,0.00005085229,0.002435393,0.000002293156,0.0002635963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001806151,"threshold_uncertainty_score":0.007212698,"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."}}