{"id":"W4307974000","doi":"","title":"Systematic Review of Diagnostic Accuracy of DiaSorin Liaison SARS-CoV-2 Antigen Immunoassay.","year":2022,"lang":"en","type":"review","venue":"PubMed","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immunoassay; Concordance; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Meta-analysis; Coronavirus disease 2019 (COVID-19); Diagnostic accuracy; Antigen; Internal medicine; Immunology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002553614,0.0005678931,0.006006862,0.0004714014,0.00006633138,0.00001659797,0.0005145642,0.0002161527,0.00005564437],"category_scores_gemma":[0.06841573,0.0004493841,0.001390919,0.001380585,0.00008058011,0.00008641311,0.0002321856,0.0006950288,0.0000377396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832767,"about_ca_system_score_gemma":0.0003093493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009749002,"about_ca_topic_score_gemma":0.000002106009,"domain_scores_codex":[0.9944492,0.0007866992,0.002940929,0.0005126181,0.0008034689,0.0005070625],"domain_scores_gemma":[0.9873834,0.007791047,0.003239731,0.001323899,0.0001926129,0.00006936483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004136348,0.0001067178,0.00001138589,0.7199319,0.0004997384,0.00003576508,0.00001740962,4.658491e-9,0.0000130805,0.000007939671,0.0002328429,0.2791391],"study_design_scores_gemma":[0.0002903357,0.00005601123,0.00003877807,0.6016977,0.005549889,0.0003382026,0.00001191059,9.46262e-7,0.0007975019,0.000003754583,0.3909317,0.0002832614],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001736339,0.9858969,0.000007332242,0.0000170534,0.0006531077,0.01134621,0.00005423798,0.0001154256,0.001736113],"genre_scores_gemma":[0.0001651895,0.9884652,0.00003908102,0.0005478915,0.000116387,0.01043002,0.00005838823,0.0001171735,0.00006068324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3906988,"threshold_uncertainty_score":0.9997958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208748677672555,"score_gpt":0.3567263612795941,"score_spread":0.2358514935123385,"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."}}