{"id":"W4383710057","doi":"10.1111/eci.14058","title":"Performance of different rapid antigen testing strategies for SARS‐CoV‐2: A living rapid review","year":2023,"lang":"en","type":"review","venue":"European Journal of Clinical Investigation","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; MEDLINE; Internal medicine; Biology","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":[0.009873122,0.0004414147,0.003288439,0.0003518362,0.0001050682,0.00005497029,0.0003454325,0.000146024,0.000009838806],"category_scores_gemma":[0.02832788,0.0003135823,0.001301514,0.0006964866,0.000234771,0.0002247319,0.00009344237,0.00121386,0.00003816331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004913647,"about_ca_system_score_gemma":0.0008822191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001165996,"about_ca_topic_score_gemma":4.161621e-7,"domain_scores_codex":[0.9912458,0.001836569,0.005743899,0.0003686866,0.0005161084,0.0002889556],"domain_scores_gemma":[0.9868045,0.005115683,0.006633563,0.0003826479,0.0008904863,0.0001730827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002485673,0.00007399928,0.0004086406,0.07231071,0.0003414291,0.00004203383,0.00004410009,6.307692e-7,0.0004319497,0.000008413077,0.0009979183,0.9253153],"study_design_scores_gemma":[0.001028458,0.004082151,0.002148043,0.7224208,0.003553532,0.0006630344,0.00003792188,0.0006368599,0.0003699417,0.00005129484,0.2645261,0.0004818728],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03409804,0.9621839,0.0001795295,0.00009374814,0.001050822,0.001129338,0.000008579504,0.00009829923,0.001157731],"genre_scores_gemma":[0.001749555,0.991694,0.003829995,0.000805261,0.001723671,0.000009637132,0.0000153028,0.0001431002,0.00002950931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9248335,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5058609414968532,"score_gpt":0.4637356645944711,"score_spread":0.0421252769023821,"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."}}