{"id":"W4396587608","doi":"10.1158/1538-7445.sabcs23-po2-14-04","title":"Abstract PO2-14-04: Circulating tumor DNA after neoadjuvant chemotherapy is a better prognostic test than Residual Cancer Burden in patients with triple negative breast cancer and residual tumor","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Breast cancer; Cancer; Chemotherapy; Oncology; Internal medicine; Triple-negative breast cancer; Residual","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":[0.0004210016,0.0002532853,0.0003206496,0.0005238344,0.0002165224,0.0005907954,0.0002295695,0.0003232075,0.002444235],"category_scores_gemma":[0.001130041,0.0001035967,0.0002222891,0.0004633675,0.000203016,0.0002551356,0.0002424988,0.0003166566,0.0005057968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331119,"about_ca_system_score_gemma":0.0001711315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006332036,"about_ca_topic_score_gemma":0.0006650824,"domain_scores_codex":[0.9997182,0.0000527308,0.0000392924,0.000105446,0.00004464667,0.00003949904],"domain_scores_gemma":[0.9992084,0.000149001,0.0002970256,0.00005559999,0.0001205385,0.0001693992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009970696,0.00004378229,0.9915062,0.00002103913,0.00004498761,0.0001043442,0.0000231555,0.00007469548,0.00341072,0.00001652847,0.0003803537,0.003377141],"study_design_scores_gemma":[0.00004322754,0.0005899167,0.9944542,0.00001055658,0.00008248151,0.0009994722,0.00009003733,0.0007845976,0.001946453,0.00005993845,0.0009326671,0.000006604315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980246,0.0002432195,0.0001813542,0.00006136523,0.00001667329,0.00001401717,0.0007021674,0.00001268722,0.0007439984],"genre_scores_gemma":[0.9983381,0.00003407816,0.0002434083,0.00004582447,0.00001465907,0.00001430781,0.0009532232,0.000004622484,0.000351822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002444235,"threshold_uncertainty_score":0.008176804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397341963319907,"score_gpt":0.3020706139786229,"score_spread":0.2880971943454239,"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."}}