{"id":"W3035631034","doi":"10.1634/theoncologist.2020-0451","title":"Evolution of Cancer Care in Response to the COVID-19 Pandemic","year":2020,"lang":"en","type":"letter","venue":"The Oncologist","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; Impact; Western University; Juravinski Cancer Centre; McMaster University; University of Toronto","funders":"Genentech; Pfizer","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Medicine; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006965,0.0002274887,0.0005896746,0.0001661603,0.000133835,0.00001037988,0.0004389541,0.0004984633,0.0001173564],"category_scores_gemma":[0.004763932,0.0001220383,0.0001311809,0.0005341277,0.0002752905,0.00001470578,0.0001438499,0.001972824,0.00005149291],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007297801,"about_ca_system_score_gemma":0.00898377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03763358,"about_ca_topic_score_gemma":0.03563663,"domain_scores_codex":[0.9974784,0.0009117774,0.0004263918,0.0003403233,0.0004397772,0.0004033653],"domain_scores_gemma":[0.9966959,0.002072004,0.0002368912,0.000672625,0.0001291982,0.0001934101],"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":[0.004859391,0.00001418528,0.02291833,0.0008522437,0.00002914558,0.0003852813,0.005357206,0.0001146225,0.0002178811,0.00000563228,0.9635251,0.001721019],"study_design_scores_gemma":[0.000889286,0.0009435111,0.04004111,0.0001967497,0.0001252256,0.00003172338,0.0008910679,0.000009377832,0.000006049754,0.00006260604,0.9566819,0.0001214112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01975705,0.004110387,0.00003562974,0.9735039,0.0004396009,0.001634269,0.0002323782,0.0000666316,0.0002200954],"genre_scores_gemma":[0.287497,0.0002649462,0.00001188894,0.7093959,0.001816514,0.0001519927,0.00003705878,0.00002358255,0.0008010201],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.26774,"threshold_uncertainty_score":0.9966344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1563436968145557,"score_gpt":0.4652982179968371,"score_spread":0.3089545211822814,"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."}}