{"id":"W3030758565","doi":"10.2196/19731","title":"Suitability and Sufficiency of Telehealth Clinician-Observed, Participant-Collected Samples for SARS-CoV-2 Testing: The iCollect Cohort Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Saliva; Serology; Telehealth; Internal medicine; Telemedicine; Immunology; Health care; Antibody","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":[0.003673701,0.0006898209,0.0003593812,0.000381639,0.0009259564,0.00108358,0.0007448047,0.0006860691,0.002299174],"category_scores_gemma":[0.005157649,0.0004827717,0.0006783178,0.0003648215,0.0007202214,0.0008651971,0.0008362505,0.00087296,0.000986721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006554689,"about_ca_system_score_gemma":0.0008289124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115315,"about_ca_topic_score_gemma":0.0114077,"domain_scores_codex":[0.9982474,0.0008126802,0.00009603877,0.0004390219,0.0002069166,0.0001979859],"domain_scores_gemma":[0.9972377,0.0005051775,0.0007634255,0.0005391107,0.0004381945,0.0005163823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004132973,0.002552009,0.9833601,0.00004911618,0.0001257834,0.000382819,0.00344764,0.00004227112,0.001953296,0.00004767869,0.0007462798,0.003160219],"study_design_scores_gemma":[0.0005166406,0.006741019,0.9862579,0.00002498115,0.0001172858,0.000722681,0.003594157,0.0004675429,0.0006787189,0.00003383413,0.0008099056,0.00003527396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989229,0.00002764528,0.0001194069,0.00002693959,0.000006416336,0.0001786484,0.0003759126,0.00000429788,0.0003376849],"genre_scores_gemma":[0.9986838,0.00002587656,0.0002648236,0.00008136727,0.000008825139,0.0002308271,0.0004236329,0.000005478995,0.000275357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115315,"threshold_uncertainty_score":0.0221765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3996974543844885,"score_gpt":0.4031268718875061,"score_spread":0.003429417503017618,"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."}}