{"id":"W4398762724","doi":"10.1016/j.diagmicrobio.2024.116368","title":"Evaluation of the QIAstat-Dx Respiratory SARS-CoV-2 Panel for detection of pathogens in nasopharyngeal and lower respiratory tract specimens","year":2024,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Interior Health; Kelowna General Hospital; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Respiratory system; Respiratory tract; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Respiratory tract infections; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Respiratory disease; Pneumonia; Internal medicine; Lung; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002912775,0.000854826,0.0007220939,0.001300132,0.000411181,0.001033125,0.0007038725,0.0008046589,0.002345579],"category_scores_gemma":[0.002931775,0.0004683408,0.000713813,0.0006225384,0.0004536756,0.0004854003,0.0005193571,0.0005028488,0.0009970611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593182,"about_ca_system_score_gemma":0.0006751151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386263,"about_ca_topic_score_gemma":0.004695987,"domain_scores_codex":[0.9977509,0.0005291225,0.0002230734,0.0003564921,0.0008971317,0.0002433092],"domain_scores_gemma":[0.9991616,0.0002527646,0.00008483647,0.00004171779,0.0003711326,0.00008798231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002604982,0.0005712279,0.5474058,0.000555845,0.0002867728,0.001933818,0.001167146,0.001271722,0.398623,0.0004352816,0.003703702,0.04144069],"study_design_scores_gemma":[0.0002303262,0.00579295,0.7268836,0.0003083549,0.0004604346,0.01012031,0.001038526,0.017288,0.2225011,0.0003249483,0.01496919,0.00008214148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786426,0.00216543,0.007785344,0.0006353825,0.0001311773,0.0007262655,0.003271659,0.0003621452,0.006280124],"genre_scores_gemma":[0.972737,0.0008190941,0.01828407,0.0008901176,0.00003931186,0.0002527008,0.004483615,0.00005366985,0.002440515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00386263,"threshold_uncertainty_score":0.0154044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501433572655373,"score_gpt":0.3167102011824856,"score_spread":0.2616958654559318,"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."}}