{"id":"W4396591874","doi":"10.1158/1538-7445.sabcs23-ps06-08","title":"Abstract PS06-08: Longitudinal Neoadjuvant and Post-operative Evaluation of Circulating Tumor DNA in Early Breast Cancer using a Tumor-Informed Assay: Updated Analysis of the TRACER Cohort","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Oncology; Cancer; Cohort; Internal medicine","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":[0.001841328,0.0003227619,0.000431941,0.0005829928,0.0002596705,0.0008168649,0.0006680163,0.0003783061,0.0008604415],"category_scores_gemma":[0.002770646,0.0003318808,0.0004984454,0.0008163572,0.0002948475,0.0005032725,0.0007490277,0.000451409,0.0005196492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000684086,"about_ca_system_score_gemma":0.0007468875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006306973,"about_ca_topic_score_gemma":0.007383246,"domain_scores_codex":[0.9994019,0.0001866683,0.00004603362,0.0001847372,0.0001370475,0.00004366313],"domain_scores_gemma":[0.997574,0.0002762455,0.0006533292,0.0006247241,0.0005703074,0.0003013248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002230551,0.00008567105,0.979894,0.0000490518,0.0001633201,0.0001423965,0.0002252568,0.0002541646,0.005458918,0.0001074145,0.001715187,0.009674051],"study_design_scores_gemma":[0.0001438372,0.001286883,0.9896366,0.00002242284,0.0001099689,0.001099199,0.0001310369,0.0008146946,0.001329518,0.00007540145,0.005331689,0.00001872302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919249,0.0004602001,0.00110954,0.00006122213,0.00001535022,0.00007444471,0.005701036,0.00003411576,0.0006191045],"genre_scores_gemma":[0.9762828,0.0003205574,0.002116948,0.0001279798,0.00003558106,0.000139664,0.01968909,0.000047723,0.001239637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006306973,"threshold_uncertainty_score":0.01254052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0571985893147552,"score_gpt":0.4081775790518682,"score_spread":0.3509789897371131,"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."}}