{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002751634,0.0002057777,0.0006369864,0.0001980081,0.0003195165,0.0000482581,0.0001510516,0.00009242688,0.000008334572],"category_scores_gemma":[0.0047275,0.0001466163,0.0001014423,0.001532806,0.0001528719,0.00008355039,0.0001042175,0.0003677508,0.00002549389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297813,"about_ca_system_score_gemma":0.0008121511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001658002,"about_ca_topic_score_gemma":0.0002136215,"domain_scores_codex":[0.9974295,0.0003502348,0.0006368326,0.0004708228,0.0005494347,0.0005631886],"domain_scores_gemma":[0.9982108,0.0005312597,0.0003138265,0.0005256686,0.000242146,0.0001763287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009437819,0.0005076466,0.9845411,0.0001359182,0.00005398743,0.000007481291,0.001223839,5.19611e-8,0.003378838,0.00002362751,0.002446199,0.006737571],"study_design_scores_gemma":[0.02303138,0.002464993,0.955393,0.0000308299,0.000003348898,0.00003166603,0.0009151492,0.0003973379,0.000995327,0.00002305818,0.01653882,0.0001750569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874018,0.0001276723,0.000006039436,0.004943021,0.0005361245,0.004440021,0.00001861233,0.000307354,0.002219395],"genre_scores_gemma":[0.9956586,0.00003546284,0.00001647124,0.0035024,0.0002953044,0.0003391122,0.000007457721,0.00003293754,0.0001122471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02914803,"threshold_uncertainty_score":0.5978841,"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."}}