{"id":"W4387715187","doi":"10.2196/48107","title":"Trial of the Pluslife SARS-CoV-2 Nucleic Acid Rapid Test Kit: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Prospective cohort study; Virology; Sars virus; Medicine; Cohort; 2019-20 coronavirus outbreak; Cohort study; Biology; Outbreak; Internal medicine; Disease; 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":[0.005086435,0.0008743377,0.001085785,0.0002966888,0.0006166503,0.00124877,0.0008572661,0.001384403,0.003185612],"category_scores_gemma":[0.004642386,0.000690527,0.001354388,0.0004636066,0.0004719345,0.001213961,0.0006949324,0.001384182,0.0007864719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004809446,"about_ca_system_score_gemma":0.0006896289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008461,"about_ca_topic_score_gemma":0.0009166975,"domain_scores_codex":[0.9970046,0.001498435,0.0001507987,0.0007459531,0.0003029645,0.0002972642],"domain_scores_gemma":[0.9959652,0.0007695279,0.0009099132,0.001074098,0.0004972246,0.0007839354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1945533,0.003879772,0.7844489,0.0002241123,0.002775013,0.0002509231,0.0002355443,0.0002438565,0.001967201,0.0002446816,0.001614882,0.00956188],"study_design_scores_gemma":[0.025636,0.0757376,0.8888189,0.0001241195,0.002431353,0.0005223689,0.000340427,0.002235122,0.0007639147,0.0003680897,0.002922727,0.00009951023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969162,0.0005915092,0.0003752274,0.0001255453,0.00008449902,0.0003245932,0.0008495819,0.00001720086,0.000715636],"genre_scores_gemma":[0.9964059,0.0002049829,0.0004780777,0.0003285429,0.0001010617,0.0003493036,0.001427499,0.00001125811,0.000693278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005086435,"threshold_uncertainty_score":0.02689999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06172048078012175,"score_gpt":0.3505403428398667,"score_spread":0.2888198620597449,"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."}}