{"id":"W4317516640","doi":"10.1139/cjm-2022-0204","title":"Clinical evaluation of the GeneXpert <sup>®</sup> Xpert <sup>®</sup> Xpress SARS-CoV-2/Flu/RSV PLUS combination test","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; Ontario Tech University; Lakeridge Health","funders":"","keywords":"GeneXpert MTB/RIF; Virology; Microbiology; Medicine; Biology; Mycobacterium tuberculosis; Tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003441026,0.0007126334,0.0008461879,0.0006518966,0.0002877646,0.001026894,0.0005536613,0.0008572887,0.001568644],"category_scores_gemma":[0.005773917,0.0003027184,0.0003758019,0.0004609305,0.0005878144,0.0004745662,0.0002779138,0.0008030292,0.001334292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007320086,"about_ca_system_score_gemma":0.0006583902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717824,"about_ca_topic_score_gemma":0.002931233,"domain_scores_codex":[0.9970194,0.0008316131,0.0002884915,0.0004218041,0.001264086,0.0001745788],"domain_scores_gemma":[0.9968736,0.0005793351,0.0002986284,0.00009016381,0.00179927,0.0003590494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01142684,0.001566908,0.6471617,0.001045758,0.0003013882,0.006989621,0.0009357844,0.001518973,0.140931,0.0007012566,0.01426746,0.1731533],"study_design_scores_gemma":[0.0007331609,0.04767585,0.7873314,0.0004616997,0.0005535113,0.01969589,0.0007928188,0.01153722,0.08441618,0.000412429,0.04622412,0.0001657076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932644,0.01652551,0.0113297,0.002069864,0.0004597214,0.001605135,0.002482136,0.0006610235,0.0322228],"genre_scores_gemma":[0.9829532,0.002795274,0.006575435,0.001149918,0.0001374127,0.0002204722,0.002001793,0.00004634974,0.00412006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003441026,"threshold_uncertainty_score":0.01819807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349013666524844,"score_gpt":0.3848285129805241,"score_spread":0.2913383763152757,"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."}}