{"id":"W3025323637","doi":"10.1016/j.annonc.2020.05.009","title":"Collateral damage: the impact on outcomes from cancer surgery of the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":547,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"Public Health England; Institute of Cancer Research; Cancer Research UK; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Royal Marsden NHS Foundation Trust; National Institute on Handicapped Research; Francis Crick Institute; Breast Cancer Now; Movember Foundation","keywords":"Medicine; Pandemic; Cancer; Observational study; Disease; Hazard ratio; Stage (stratigraphy); Surgery; Coronavirus disease 2019 (COVID-19); Internal medicine; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005169512,0.0001433479,0.0007318062,0.00005495953,0.00006721905,0.000003924253,0.0001902951,0.0001561565,0.000576627],"category_scores_gemma":[0.002100691,0.00006689547,0.0003230771,0.0002542564,0.0001986405,0.00002918215,0.00007027511,0.0002960637,0.000008002345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572899,"about_ca_system_score_gemma":0.00369623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690515,"about_ca_topic_score_gemma":0.0009332114,"domain_scores_codex":[0.9985557,0.0003168705,0.0004293528,0.0001799517,0.0002399521,0.0002782095],"domain_scores_gemma":[0.9955098,0.003340793,0.0003308273,0.0003470232,0.000135171,0.0003363823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313584,0.00009653721,0.8903889,0.00009611587,0.0001820707,0.00002116871,0.00187367,0.0001284606,0.0008545098,0.00001662603,0.09660406,0.008424287],"study_design_scores_gemma":[0.0009167657,0.0009162534,0.9389151,0.00004466075,0.00005949372,0.000006532622,0.0001347846,0.00004765607,0.000698502,0.0002055765,0.05798933,0.00006537364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6876438,0.0003065456,0.00000199198,0.311145,0.0001722598,0.0002624193,0.0001611718,0.00001503888,0.0002917438],"genre_scores_gemma":[0.8223258,0.0004809543,0.000003162373,0.176937,0.0001730148,0.000009623104,0.000008435699,0.00001088105,0.00005115679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346819,"threshold_uncertainty_score":0.9896414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4809617151426679,"score_gpt":0.5487580976107833,"score_spread":0.06779638246811537,"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."}}