{"id":"W3096193621","doi":"10.1001/jamaoncol.2020.5745","title":"Serial Screening for COVID-19 in Asymptomatic Patients Receiving Anticancer Therapy in the United Arab Emirates","year":2020,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Pacira BioSciences; Northwestern University; Intuitive Foundation; Pacira Pharmaceuticals; National Cancer Institute; Agency for Healthcare Research and Quality; Intuitive Surgical; American College of Surgeons","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Asymptomatic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cohort study; Betacoronavirus; MEDLINE; Cohort; Pandemic; Family medicine; Internal medicine; Virology; Outbreak; 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":[0.0004844855,0.0002299792,0.0002042822,0.0005891754,0.0006480183,0.0004901154,0.0003213609,0.0002904235,0.001097145],"category_scores_gemma":[0.002262901,0.0002918499,0.0002348452,0.0006175587,0.0002415675,0.0004044715,0.0005719038,0.0005811504,0.0001450296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007471783,"about_ca_system_score_gemma":0.001305095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04492439,"about_ca_topic_score_gemma":0.0722928,"domain_scores_codex":[0.9996219,0.00008536757,0.00003030441,0.00005172366,0.00006291825,0.000147779],"domain_scores_gemma":[0.9992048,0.0000847642,0.0003997714,0.00003737104,0.0001392595,0.0001341023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004491018,0.00006084575,0.9981717,0.000007140263,0.000010065,0.00008055189,0.000223383,0.00001326388,0.0001387286,0.00002032644,0.0001250189,0.001104056],"study_design_scores_gemma":[0.000008924763,0.0001964113,0.9977136,0.00001504186,0.00001362887,0.0002966353,0.001291176,0.00007728068,0.00006658232,0.0000136685,0.0003034712,0.00000358088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990965,0.00006303709,0.00002884345,0.00009235858,0.000004879031,0.00001548422,0.0001654316,0.00000133235,0.0005321267],"genre_scores_gemma":[0.9993871,0.0001045267,0.00007642138,0.00009927659,0.000006135576,0.00001262358,0.0001524348,0.000001082648,0.0001602387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04492439,"threshold_uncertainty_score":0.08932579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1524549820806953,"score_gpt":0.4405189808179583,"score_spread":0.288063998737263,"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."}}