{"id":"W4220989602","doi":"10.3390/diagnostics12020474","title":"Implementation of a Rapid RT-LAMP Saliva-Based SARS-CoV-2 Testing Program in the Workplace","year":2022,"lang":"en","type":"article","venue":"Diagnostics","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Saliva; Medicine; Loop-mediated isothermal amplification; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Asymptomatic; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Virology; Biology; Internal medicine; Disease; Infectious disease (medical specialty); Genetics","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":[0.004297402,0.0004819294,0.0002451335,0.0004008827,0.0008619546,0.0006192759,0.0007663724,0.0007313427,0.002408752],"category_scores_gemma":[0.003181348,0.0003050943,0.0003179404,0.0001202444,0.0003859389,0.0003704964,0.000937901,0.0007967007,0.0009012909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134255,"about_ca_system_score_gemma":0.003262617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004126256,"about_ca_topic_score_gemma":0.004349647,"domain_scores_codex":[0.9981717,0.0007552324,0.0000913924,0.0002681654,0.0004425082,0.0002709334],"domain_scores_gemma":[0.9977784,0.0004104355,0.0002583591,0.0001870164,0.0009266359,0.0004393118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001870952,0.008777916,0.09269225,0.000898086,0.00004438638,0.00182253,0.004303573,0.002543815,0.2942058,0.001266372,0.0106181,0.5809562],"study_design_scores_gemma":[0.00116218,0.06751131,0.4299336,0.001226225,0.0001694977,0.003786684,0.007790212,0.01484832,0.3300823,0.001985826,0.1411649,0.0003388817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897328,0.0009493893,0.07260571,0.003560609,0.000556137,0.008288484,0.0006823102,0.002831616,0.020793],"genre_scores_gemma":[0.9206822,0.000401971,0.06649632,0.001422505,0.0001254695,0.002021843,0.0004132834,0.00006515047,0.008371217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004297402,"threshold_uncertainty_score":0.02272713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07511542785224576,"score_gpt":0.3689372298133774,"score_spread":0.2938218019611316,"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."}}