{"id":"W4408407224","doi":"10.4102/jphia.v16i2.623","title":"Post-exposure testing at healthcare facilities with SARS-CoV-2 transmission: A rapid review","year":2025,"lang":"en","type":"review","venue":"Journal of Public Health in Africa","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Health care; Infection control; Transmission (telecommunications); Grading (engineering); Outbreak; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006108026,0.0007033959,0.00503643,0.001572224,0.0002743053,0.00006448008,0.0004095597,0.000420715,0.00006219897],"category_scores_gemma":[0.00673846,0.0004682708,0.0007322895,0.003118889,0.00009586044,0.0002189807,0.00007719573,0.002608014,0.00001368448],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925456,"about_ca_system_score_gemma":0.01788201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293316,"about_ca_topic_score_gemma":0.00003850723,"domain_scores_codex":[0.9918272,0.001626638,0.003924967,0.0005434892,0.0009699747,0.001107757],"domain_scores_gemma":[0.9929587,0.001395417,0.002971128,0.0005640276,0.001485573,0.0006251329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002762713,0.0001188086,0.00001862581,0.2322147,0.0001005908,0.0002087432,0.0002887904,2.438681e-8,0.000006455639,0.000007431138,0.003465691,0.7635425],"study_design_scores_gemma":[0.0007398879,0.001778902,0.000006314589,0.2637017,0.0002022179,0.005296499,0.00007638343,0.00000265988,0.000004150505,0.000005399728,0.7279522,0.000233714],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000241307,0.9700027,0.000108761,0.0255338,0.0003338882,0.001837559,0.00006791306,0.00008607025,0.002005145],"genre_scores_gemma":[0.00002617175,0.982292,0.00373876,0.01306485,0.000311025,0.00007212595,0.00002063752,0.00007262782,0.000401815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7633088,"threshold_uncertainty_score":0.9997769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.272639132100974,"score_gpt":0.4082768162735224,"score_spread":0.1356376841725483,"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."}}