{"id":"W4220772552","doi":"10.1158/1538-7445.sabcs21-p1-08-09","title":"Abstract P1-08-09: High mid-treatment RNA disruption in patients with HER2-negative breast cancer predicts survival benefit after neoadjuvant chemotherapy","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Sudbury","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Chemotherapy; Oncology; RNA; Cancer; Neoadjuvant therapy; Bevacizumab; Gastroenterology; 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":[0.0003808975,0.0002054033,0.0003094589,0.0002133726,0.0001440296,0.0003391418,0.0001553681,0.0002696544,0.003409859],"category_scores_gemma":[0.001022717,0.00008129304,0.0001513259,0.0001953798,0.0001581054,0.0001652607,0.0001435676,0.0004258064,0.0005472507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824555,"about_ca_system_score_gemma":0.0001407754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643922,"about_ca_topic_score_gemma":0.0002834933,"domain_scores_codex":[0.9998629,0.000042748,0.00001534807,0.00003613187,0.00002592827,0.00001684673],"domain_scores_gemma":[0.9991983,0.0002809516,0.0002666089,0.00003992378,0.00007022262,0.0001440766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01807715,0.0005202904,0.9319047,0.0001006807,0.0001255315,0.0001706999,0.00003845851,0.0002998152,0.02339316,0.00003393726,0.00216891,0.02316672],"study_design_scores_gemma":[0.0003260192,0.002360287,0.9913162,0.00001125033,0.00007042742,0.0007856129,0.00003534599,0.0008677029,0.003120304,0.00006944626,0.001030486,0.000006955432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976064,0.0003983018,0.0002069769,0.00009495651,0.00001336452,0.00002415646,0.0008150945,0.0000114501,0.0008293734],"genre_scores_gemma":[0.9978418,0.00006545802,0.0002921458,0.00006578119,0.00002376328,0.0000344662,0.00123661,0.000004090237,0.0004358318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003409859,"threshold_uncertainty_score":0.01140714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981085839076047,"score_gpt":0.3194976044248395,"score_spread":0.299686746034079,"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."}}