{"id":"W3025618867","doi":"10.1097/rlu.0000000000003145","title":"FDG PET/CT Findings in an Asymptomatic Case of Confirmed COVID-19","year":2020,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute in Oncology and Hematology; University of Manitoba; Health Sciences Centre; BC Cancer Agency","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Asymptomatic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nuclear medicine; Positron Emission Tomography-Computed Tomography; Positron emission tomography; Coronavirus Infections; Betacoronavirus; Radiology; Virology; Internal medicine; Infectious disease (medical specialty); Disease; Outbreak","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00199022,0.0002153386,0.001154958,0.000148508,0.00006605717,0.000009311889,0.0002341928,0.00004752506,0.002017966],"category_scores_gemma":[0.021339,0.00016624,0.0001519369,0.000416406,0.0009692149,0.00007335509,0.00008666332,0.001130689,0.00006362986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005648829,"about_ca_system_score_gemma":0.0001902452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002615492,"about_ca_topic_score_gemma":0.00001270127,"domain_scores_codex":[0.9970608,0.0002985129,0.001405368,0.0005169766,0.0003841161,0.0003341821],"domain_scores_gemma":[0.9963424,0.001189352,0.0002339403,0.0004139713,0.00007171631,0.001748574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003434186,0.002752628,0.4573204,0.004611772,0.000519206,0.325153,0.01333212,0.0001975031,0.006840637,0.005236364,0.1172808,0.06332136],"study_design_scores_gemma":[0.06748299,0.01952978,0.09513361,0.002926806,0.001435861,0.05666928,0.01318578,0.4891138,0.00005024555,0.00112721,0.2520389,0.001305682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906133,0.0001061819,0.0001849735,0.09151334,0.000245923,0.0003681266,0.000003220599,0.00012186,0.001323387],"genre_scores_gemma":[0.9363734,0.0001037059,0.001391045,0.06151139,0.0004997845,0.00000314516,0.00002273311,0.00005369226,0.00004115136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4889163,"threshold_uncertainty_score":0.9988943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07828845123697388,"score_gpt":0.4364279640885408,"score_spread":0.3581395128515669,"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."}}