{"id":"W4322771698","doi":"10.1158/1538-7445.sabcs22-p2-11-26","title":"Abstract P2-11-26: The prognostic role of circulating tumor DNA after neoadjuvant chemotherapy in triple negative breast cancer with residual tumor","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Digital polymerase chain reaction; Oncology; Chemotherapy; Internal medicine; Triple-negative breast cancer; Breast cancer; Capecitabine; Biomarker; Circulating tumor DNA; Adjuvant; Minimal residual disease; Circulating tumor cell; Cancer; Metastasis; Polymerase chain reaction; Gene; Colorectal cancer; Biology; Leukemia","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":[0.0002537801,0.0002211881,0.0002324604,0.0004281497,0.0001613978,0.0004929343,0.0001608158,0.0002854575,0.001762385],"category_scores_gemma":[0.0007601767,0.00007888142,0.0001118528,0.0004036928,0.0001768503,0.0001656698,0.0001689607,0.0002708267,0.0004342323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207638,"about_ca_system_score_gemma":0.0001384796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008197887,"about_ca_topic_score_gemma":0.0008362366,"domain_scores_codex":[0.9998584,0.00002447724,0.00001650302,0.00005229989,0.00002831413,0.00001995076],"domain_scores_gemma":[0.9994518,0.0001202514,0.0001999093,0.00002721068,0.00008658868,0.0001141795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002574872,0.00007430454,0.9287228,0.0001029052,0.0000681996,0.0009916422,0.00009046997,0.0003661536,0.05008668,0.00003277236,0.0005754788,0.01631367],"study_design_scores_gemma":[0.00002338286,0.0005650732,0.9805502,0.00002113953,0.00007116244,0.003504596,0.0001247552,0.001107316,0.01229095,0.00007324821,0.001657894,0.0000103181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997924,0.0007566679,0.0001990543,0.00005020604,0.00001498137,0.000006903887,0.0006287866,0.00001098325,0.000408424],"genre_scores_gemma":[0.9986156,0.00009886666,0.000220665,0.00002149515,0.00001051977,0.000006320587,0.0006670954,0.00000368819,0.0003557723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001762385,"threshold_uncertainty_score":0.005895793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060473555369379,"score_gpt":0.322534320888843,"score_spread":0.3019295853351492,"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."}}