{"id":"W3041117402","doi":"10.3747/co.27.6699","title":"Preparing for the Renaissance: Treating Breast Cancer during the COVID-19 Pandemic and Planning for a Safe Re-Emergence to Routine Surgical Care within a Universal Health Care System","year":2020,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Health care; Breast cancer; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Healthcare system; The Renaissance; Medical emergency; Intensive care medicine; Nursing; Virology; Cancer; Pathology; Infectious disease (medical specialty); Disease; Outbreak; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00687945,0.000979242,0.0011494,0.0007599349,0.009867568,0.00521792,0.002191803,0.0460126,0.01334674],"category_scores_gemma":[0.02260144,0.0008893416,0.001369728,0.0006273435,0.004726435,0.01046431,0.004629125,0.05164734,0.007617111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006685887,"about_ca_system_score_gemma":0.01873019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03415436,"about_ca_topic_score_gemma":0.06119805,"domain_scores_codex":[0.9952077,0.001909507,0.0003584083,0.0003500182,0.001129199,0.001045127],"domain_scores_gemma":[0.9873767,0.004319568,0.0007187977,0.0003363005,0.002222636,0.005026017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000192916,0.0000305066,0.0004951849,0.00003295908,0.000006967433,0.000550671,0.0003104372,0.00003342777,0.0001351219,0.002276585,0.9887872,0.007321544],"study_design_scores_gemma":[0.00004778273,0.00006855471,0.001146022,0.0003833436,0.00001227019,0.001247944,0.002135597,0.0002736879,0.0001824863,0.008267313,0.9861529,0.00008209683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000205445,0.0008906305,0.0000527117,0.9885633,0.008362284,0.000006222407,0.00002588428,0.00001628031,0.001877344],"genre_scores_gemma":[0.001333802,0.0007971766,0.000132993,0.9851553,0.008916069,0.00001433058,0.00002237398,0.00001787276,0.00361015],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0460126,"threshold_uncertainty_score":0.06791109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2116001449461179,"score_gpt":0.468268641615081,"score_spread":0.2566684966689631,"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."}}