{"id":"W4379280920","doi":"10.1200/jco.2023.41.16_suppl.7523","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":"Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada); Spinal Cord Injury BC","funders":"","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":[0.001164927,0.0004431773,0.0004801544,0.0002110629,0.0002272725,0.0006777369,0.0003176266,0.0004101817,0.001674264],"category_scores_gemma":[0.0007343863,0.0002926513,0.0004110417,0.0005659323,0.0002860531,0.0003373932,0.0004264247,0.0006073071,0.0002542453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759933,"about_ca_system_score_gemma":0.0004088544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212465,"about_ca_topic_score_gemma":0.002929268,"domain_scores_codex":[0.9996885,0.0001339816,0.00001507448,0.00007021763,0.00004488758,0.00004733276],"domain_scores_gemma":[0.9995422,0.00008735804,0.0001377475,0.0000297252,0.00002730902,0.0001756347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1267101,0.0009406151,0.8502806,0.0002267226,0.001364304,0.0002839839,0.000131925,0.000856435,0.002857992,0.0001068091,0.001923073,0.01431742],"study_design_scores_gemma":[0.0145167,0.01798871,0.9606317,0.00005212652,0.001082145,0.0005128472,0.0001621967,0.00118905,0.0005822596,0.0001083438,0.003152864,0.00002109298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966789,0.001351301,0.00008149735,0.00007116728,0.00001441928,0.00004611077,0.001214456,0.000003487384,0.0005387203],"genre_scores_gemma":[0.9964435,0.0003677007,0.0001171031,0.0001101383,0.00003126889,0.00006435197,0.002546717,0.00000207637,0.0003172001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00212465,"threshold_uncertainty_score":0.006160796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500305326459782,"score_gpt":0.3798238518790977,"score_spread":0.3448207986144999,"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."}}