{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01888988,0.003004887,0.0028175,0.002753859,0.0042522,0.001824988,0.002741279,0.004531423,0.01821086],"category_scores_gemma":[0.0134357,0.002330163,0.001961974,0.002571006,0.002714334,0.001538391,0.001756758,0.003446415,0.01221443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527991,"about_ca_system_score_gemma":0.006326808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532515,"about_ca_topic_score_gemma":0.003195156,"domain_scores_codex":[0.9787027,0.00821903,0.00353861,0.003138778,0.004789319,0.001611523],"domain_scores_gemma":[0.9855762,0.002511308,0.001383213,0.00316787,0.006676975,0.0006845857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0162389,0.02731533,0.0249623,0.006678296,0.0003396566,0.002510523,0.005773658,0.003713304,0.8119205,0.005454616,0.03597412,0.05911877],"study_design_scores_gemma":[0.006994186,0.04998105,0.09528466,0.003636317,0.0007393906,0.005683574,0.003602538,0.01151735,0.5086109,0.003012322,0.3099234,0.001014315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1056602,0.0007409201,0.1221536,0.0006664337,0.0006239946,0.7432802,0.01082396,0.001502551,0.01454815],"genre_scores_gemma":[0.04220793,0.000970258,0.1964432,0.00164218,0.0001629428,0.7387797,0.01461846,0.000248295,0.004927104],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01888988,"threshold_uncertainty_score":0.09990048,"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."}}