{"id":"W4396591120","doi":"10.1158/1538-7445.sabcs23-po3-01-13","title":"Abstract PO3-01-13: A study of the impact of the implementation of the Oncotype Dx 21-gene breast-cancer assay during the SARS-CoV-2 pandemic for 1-3 node positive early breast cancer: The Clatterbridge Cancer Centre Experience","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Christie (Canada)","funders":"","keywords":"Breast cancer; Medicine; Oncology; Internal medicine; Cancer; Pandemic; Coronavirus disease 2019 (COVID-19); Disease","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":[0.007136972,0.0004393321,0.0005356092,0.0003612032,0.001002406,0.001212004,0.0009798873,0.001323809,0.005578719],"category_scores_gemma":[0.01160853,0.0003047208,0.0008136642,0.0008303085,0.0008330354,0.001089905,0.001085351,0.00222921,0.001157505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780044,"about_ca_system_score_gemma":0.003556145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02283112,"about_ca_topic_score_gemma":0.01742111,"domain_scores_codex":[0.9961881,0.002453963,0.0001521571,0.0001893339,0.0004078761,0.000608603],"domain_scores_gemma":[0.9881691,0.00514282,0.00202949,0.000462771,0.001187525,0.003008362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08604944,0.08653575,0.6925974,0.000558602,0.0006493794,0.002408725,0.006522708,0.003818755,0.002503538,0.0009024772,0.009835366,0.1076178],"study_design_scores_gemma":[0.005145111,0.1982396,0.7803147,0.00008916819,0.000204733,0.0005220359,0.004859047,0.003224488,0.0008958735,0.0002533408,0.006186773,0.00006514819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972779,0.00007339586,0.00005672896,0.0002332102,0.00001131415,0.0002233925,0.0003627282,0.000005626894,0.00175578],"genre_scores_gemma":[0.9970957,0.000108023,0.0001623448,0.0003844419,0.00003309767,0.0003080622,0.0005420954,0.00001096244,0.001355441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283112,"threshold_uncertainty_score":0.04539645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620729453630862,"score_gpt":0.4168322188117712,"score_spread":0.3806249242754626,"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."}}