{"id":"W3095266796","doi":"10.1007/s10549-020-06008-3","title":"COVID-19 and breast cancer at a Regional Breast Centre: our flexible approach during the pandemic","year":2020,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Pandemic; Breast surgery; Cancer; General surgery; Coronavirus disease 2019 (COVID-19); Surgery; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.01721755,0.0005400703,0.0007392248,0.001093532,0.00499552,0.009476878,0.002900088,0.007787555,0.01065596],"category_scores_gemma":[0.0318711,0.00054711,0.001036895,0.001425745,0.005572358,0.006898276,0.01586586,0.01403499,0.001249599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300604,"about_ca_system_score_gemma":0.03521093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04889264,"about_ca_topic_score_gemma":0.09012583,"domain_scores_codex":[0.9870245,0.005918141,0.0006589724,0.0006069922,0.001582958,0.004208407],"domain_scores_gemma":[0.960694,0.006322824,0.003281405,0.001537365,0.004385665,0.02377867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008576704,0.0006239548,0.1447604,0.001370784,0.0003342798,0.004382247,0.02008484,0.002068824,0.002475027,0.05915138,0.5240158,0.2398749],"study_design_scores_gemma":[0.0001368019,0.0006734589,0.09660245,0.004578837,0.0001947606,0.002380105,0.09235454,0.0008561955,0.0008067041,0.03469945,0.7663142,0.0004024188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01689,0.01067799,0.0005729888,0.9581433,0.003580016,0.00002992208,0.0002540283,0.00003874683,0.009812999],"genre_scores_gemma":[0.5404235,0.04830792,0.008080876,0.3804543,0.01480035,0.0002093947,0.000797396,0.0002450487,0.006681194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04889264,"threshold_uncertainty_score":0.09721613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227721821948454,"score_gpt":0.4578214901620437,"score_spread":0.2300996682135897,"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."}}