{"id":"W4221005563","doi":"10.1158/1538-7445.sabcs21-p2-11-08","title":"Abstract P2-11-08: Impact of COVID-19 on patients undergoing neoadjuvant therapy: A pre/post pandemic analysis and assessment of quality of care delivered","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Neoadjuvant therapy; Pandemic; Cancer; Population; Stage (stratigraphy); Internal medicine; Oncology; Disease; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00389214,0.0002357457,0.00041862,0.001443453,0.0005968121,0.001263874,0.0009042171,0.0005308085,0.00599901],"category_scores_gemma":[0.01429146,0.0002583572,0.001624928,0.002720842,0.0005328626,0.001062944,0.002064647,0.001796175,0.0008513915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003162174,"about_ca_system_score_gemma":0.003560753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0369905,"about_ca_topic_score_gemma":0.02693467,"domain_scores_codex":[0.99701,0.000878682,0.000410644,0.0003031661,0.0007039015,0.0006937046],"domain_scores_gemma":[0.9795923,0.004213233,0.008678945,0.0006590901,0.003254861,0.003601612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007464994,0.000142549,0.9933228,0.00008234031,0.00009271349,0.00003310761,0.0001885788,0.0003295585,0.00005911122,0.00005259873,0.001965396,0.002984748],"study_design_scores_gemma":[0.00002424187,0.0004387356,0.997159,0.00004865677,0.00002424561,0.00004011595,0.0009870371,0.0003993376,0.00006345694,0.00001663983,0.000788994,0.000009613256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760645,0.0001936262,0.0001932463,0.0006021188,0.00003332862,0.0002117728,0.02047834,0.00001716774,0.002206008],"genre_scores_gemma":[0.9858916,0.0001251639,0.0002854567,0.0002028277,0.00003032093,0.0003654141,0.0123151,0.00001775093,0.0007662377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0369905,"threshold_uncertainty_score":0.07355034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783945053906604,"score_gpt":0.4741743067903101,"score_spread":0.3957798013996497,"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."}}