{"id":"W4401361291","doi":"10.1016/j.diagmicrobio.2024.116482","title":"Clinical Performance of the BD Respiratory Viral Panel for BD MAX™ System in Detecting SARS-CoV-2, Influenza A and B, and Respiratory Syncytial Virus","year":2024,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Becton Dickinson (Canada)","funders":"Biomedical Advanced Research and Development Authority; BD; U.S. Department of Health and Human Services; Administration for Strategic Preparedness and Response","keywords":"Respiratory system; Clearance; Medicine; Virology; Virus; Retrospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Influenzavirus B; Influenza A virus; Orthomyxoviridae; Coronavirus disease 2019 (COVID-19); Internal medicine","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":[0.01268328,0.0006329034,0.0004373071,0.001415391,0.0004459754,0.001002214,0.0004390994,0.0006436617,0.001330516],"category_scores_gemma":[0.01365086,0.0004488328,0.0004790842,0.0006249862,0.0006113729,0.000560993,0.0008150495,0.0004083936,0.0009237085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051316,"about_ca_system_score_gemma":0.0005214732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002315722,"about_ca_topic_score_gemma":0.00442911,"domain_scores_codex":[0.9897781,0.00412121,0.001222352,0.001796708,0.002655781,0.0004258955],"domain_scores_gemma":[0.992187,0.003099639,0.001217094,0.0007255381,0.002496377,0.0002743238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004897232,0.0003658371,0.8866873,0.0002841889,0.0003568969,0.0001511802,0.0008305029,0.001489813,0.06833988,0.0004405649,0.002342939,0.03381358],"study_design_scores_gemma":[0.0001417896,0.006215936,0.8614991,0.0002015925,0.0002859227,0.001956723,0.0005953414,0.01497396,0.103004,0.000347928,0.01066317,0.0001144227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655722,0.001867245,0.01662395,0.0001828563,0.0001605262,0.0003758349,0.002895548,0.0002248639,0.01209694],"genre_scores_gemma":[0.9821338,0.0002115519,0.01421825,0.0001559107,0.00002464434,0.0001336753,0.001829011,0.00002094184,0.00127229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268328,"threshold_uncertainty_score":0.06707639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06712338444858602,"score_gpt":0.3758412616589606,"score_spread":0.3087178772103746,"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."}}