{"id":"W2896192595","doi":"10.1016/j.ajic.2018.08.020","title":"Middle East respiratory syndrome coronavirus intermittent positive cases: Implications for infection control","year":2018,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Middle East respiratory syndrome coronavirus; Internal medicine; Retrospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gold standard (test); Middle East respiratory syndrome; Coronavirus disease 2019 (COVID-19); Cohort; Respiratory system; Gastroenterology; Disease; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005626966,0.0002166074,0.0006041547,0.0004646153,0.0002875056,0.00004772797,0.00005906154,0.00007349333,0.00002904295],"category_scores_gemma":[0.001158164,0.0001932487,0.0003937195,0.0004380905,0.0003499272,0.0002461422,0.00001068907,0.0003366994,0.00003135263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371293,"about_ca_system_score_gemma":0.0002255612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003780992,"about_ca_topic_score_gemma":0.00009865317,"domain_scores_codex":[0.9983403,0.0001817149,0.0007608996,0.0002335757,0.0001911825,0.0002922961],"domain_scores_gemma":[0.9962927,0.0005115902,0.001124148,0.0002146257,0.001683212,0.0001737743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004966273,0.0008550542,0.4558534,0.00005604415,0.001676947,0.0001246001,0.0004763691,0.0000476599,0.2622262,0.0001984048,0.0006010617,0.2729179],"study_design_scores_gemma":[0.01521382,0.03096028,0.8987317,0.0004645474,0.001188281,0.02578806,0.0002300256,0.000936728,0.01184209,0.0001073893,0.01411924,0.0004178625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805721,0.0000680403,0.1169119,0.0006212194,0.0007839914,0.0006366038,0.00003313923,0.00007802688,0.0002949398],"genre_scores_gemma":[0.9921323,0.000005367271,0.0002472296,0.006512032,0.0009688122,0.00007757135,0.000001962536,0.00003839406,0.00001629935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428782,"threshold_uncertainty_score":0.7880453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05950291077587353,"score_gpt":0.3366146743149261,"score_spread":0.2771117635390525,"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."}}