{"id":"W3017346460","doi":"10.2196/19054","title":"Detection of SARS-CoV-2 RNA and Antibodies in Diverse Samples: Protocol to Validate the Sufficiency of Provider-Observed, Home-Collected Blood, Saliva, and Oropharyngeal Samples","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Health Insurance Portability and Accountability Act; Protocol (science); Public health; Personal protective equipment; Health care; Pandemic; Telehealth; Medical emergency; Telemedicine; Family medicine; Coronavirus disease 2019 (COVID-19); Nursing; Disease; Pathology; Alternative medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008236724,0.0001984508,0.0006080244,0.0002069501,0.0001814847,0.00005342023,0.00008884395,0.0000776766,0.000002700908],"category_scores_gemma":[0.001817894,0.0001494055,0.00003797766,0.001001702,0.0001882128,0.0001355498,0.0001095522,0.0002132615,5.420393e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002998767,"about_ca_system_score_gemma":0.0003557503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581003,"about_ca_topic_score_gemma":0.002321683,"domain_scores_codex":[0.997986,0.0002982167,0.0006395302,0.0004200848,0.0002588534,0.000397364],"domain_scores_gemma":[0.9987069,0.0003804764,0.0002927827,0.0001946943,0.0002158461,0.0002092603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007714537,0.0002172004,0.745405,0.002932535,0.00003857964,0.000009510482,0.007197843,4.694328e-7,0.2196391,0.00003665251,0.0001048833,0.02364683],"study_design_scores_gemma":[0.007763475,0.004483194,0.9276515,0.0002381707,0.000009082988,0.0001363997,0.003014887,0.001220759,0.04258331,0.00003309049,0.01245853,0.0004075834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814541,0.0002182178,0.0001142082,0.00241772,0.00003169324,0.01560422,0.00003430857,0.00005977537,0.00006577271],"genre_scores_gemma":[0.9953513,0.00004791181,0.0003122779,0.002219089,0.00004870116,0.001993252,0.000005050768,0.00001801012,0.000004386176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822466,"threshold_uncertainty_score":0.6092578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302623259647289,"score_gpt":0.3465978253518559,"score_spread":0.216335499387127,"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."}}