{"id":"W4322775208","doi":"10.1158/1538-7445.sabcs22-p6-01-16","title":"Abstract P6-01-16: Circulating Tumour DNA (ctDNA) Detection and Dynamics in Patients with Early Breast Cancer (EBC): Results of the Neoadjuvant TRACER cohort","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Cohort; Breast cancer; Oncology; Prospective cohort study; Exome; Cohort study; Digital polymerase chain reaction; Cancer; Exome sequencing; Mutation; Polymerase chain reaction; Biology","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":[0.0008519125,0.0002417705,0.0003455371,0.0002815507,0.0001928465,0.0005593006,0.0002379629,0.0003277745,0.001163534],"category_scores_gemma":[0.001568326,0.0001945167,0.0004005817,0.0002654962,0.0002199425,0.0003996563,0.0004862524,0.0003373195,0.0004761892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128176,"about_ca_system_score_gemma":0.0003107186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833915,"about_ca_topic_score_gemma":0.003370051,"domain_scores_codex":[0.9997813,0.00007429671,0.00001531311,0.00006696133,0.00003843488,0.00002386271],"domain_scores_gemma":[0.9993113,0.0001525488,0.0001450929,0.00010985,0.0001136232,0.0001674871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008528162,0.000215559,0.9700739,0.00004167085,0.0001404777,0.0001816467,0.0002816588,0.0002979296,0.00909671,0.00007358041,0.001035346,0.01003335],"study_design_scores_gemma":[0.0003180251,0.002773238,0.9899598,0.00002350768,0.0001118227,0.001106187,0.0003159179,0.001152178,0.001699982,0.00007778215,0.002436205,0.00002515046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981857,0.0002106941,0.0001787752,0.00004323704,0.000006096698,0.00001646302,0.00101236,0.000008133232,0.0003385634],"genre_scores_gemma":[0.9948149,0.0001255393,0.000362913,0.00006231831,0.00001183313,0.00003804435,0.003896046,0.00001077321,0.0006775296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002833915,"threshold_uncertainty_score":0.005634844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479244605915211,"score_gpt":0.2920353753678071,"score_spread":0.277242929308655,"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."}}