{"id":"W3080188819","doi":"10.1097/coc.0000000000000757","title":"Cancer Management During the COVID-19 Pandemic in the United States","year":2020,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Pandemic; Specialty; Family medicine; Coronavirus disease 2019 (COVID-19); MEDLINE; Cancer; Radiation oncology; Radiation therapy; Disease; Internal medicine; 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":[0.0006652434,0.00008659225,0.0001071704,0.0003068167,0.0008203619,0.0006100052,0.0002752295,0.0005685372,0.00172759],"category_scores_gemma":[0.003633467,0.0001235149,0.0001863208,0.0005192682,0.0002496759,0.0006810062,0.0008821271,0.0007494493,0.0001171439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422171,"about_ca_system_score_gemma":0.001977809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026314,"about_ca_topic_score_gemma":0.06537693,"domain_scores_codex":[0.9992533,0.0002635663,0.00007273196,0.000104221,0.0001126226,0.0001934505],"domain_scores_gemma":[0.9977653,0.0002961803,0.00126695,0.00004321009,0.0001774046,0.0004508791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005213933,0.000115851,0.9646488,0.00008010721,0.00003637483,0.0004145323,0.00158168,0.0002348756,0.0002799199,0.0002301922,0.01005148,0.02227414],"study_design_scores_gemma":[0.00001280862,0.0001067938,0.9833058,0.0002024271,0.00002219605,0.0005514061,0.006793702,0.0004627883,0.000143021,0.0002409895,0.008146636,0.00001150727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9747441,0.002939818,0.0002045125,0.01467173,0.0001367671,0.00007661046,0.00120265,0.00002110131,0.006002647],"genre_scores_gemma":[0.9939086,0.001518694,0.0002339891,0.003162675,0.0001387152,0.00003553623,0.00059424,0.000003542928,0.0004038824],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03026314,"threshold_uncertainty_score":0.06017393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3017747871706211,"score_gpt":0.5751222812276002,"score_spread":0.2733474940569791,"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."}}