{"id":"W6901678544","doi":"10.60692/q4ztb-faj45","title":"Rapid antigen-based and rapid molecular tests for the detection of SARS-CoV-2: a rapid review with network meta-analysis of diagnostic test accuracy studies","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Sunnybrook Hospital; University of British Columbia; Health Canada; Ottawa Hospital; University of Ottawa; University of Alberta; University of Toronto","funders":"","keywords":"Diagnostic test; Confidence interval; Diagnostic accuracy; False Negative Reactions; Asymptomatic; Antigen; Meta-analysis; Test (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.03591175,0.002930834,0.01890393,0.01397734,0.0006766762,0.00405548,0.002610777,0.002327053,0.005066492],"category_scores_gemma":[0.1154467,0.001750368,0.03405206,0.01137098,0.0007540553,0.00318401,0.002291777,0.002078267,0.0005291692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005477241,"about_ca_system_score_gemma":0.00637731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006130995,"about_ca_topic_score_gemma":0.01313078,"domain_scores_codex":[0.968995,0.01449981,0.01033704,0.002149749,0.003404744,0.0006136525],"domain_scores_gemma":[0.8973191,0.08191922,0.01153628,0.002697476,0.00614971,0.000378208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001027059,0.00001398962,0.002156879,0.7188208,0.2580839,0.0000939893,0.00009005942,0.0003799554,0.0001904759,0.0002288771,0.001303966,0.01761007],"study_design_scores_gemma":[0.0008212214,0.0001919939,0.004295005,0.1446761,0.842836,0.000135312,0.00006884604,0.000303573,0.0002111395,0.0006183626,0.00579242,0.00004992647],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001838016,0.9942035,0.001025606,0.0004537706,0.0002379996,0.0009642446,0.0009499166,0.00003904827,0.0002879227],"genre_scores_gemma":[0.08013256,0.9024542,0.007616533,0.001877468,0.0004640729,0.005491521,0.001445693,0.00007546652,0.0004424817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810961,"threshold_uncertainty_score":0.1899218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1952511626189968,"score_gpt":0.3326859382176297,"score_spread":0.1374347755986329,"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."}}