{"id":"W4317369581","doi":"10.1111/irv.13073","title":"Results from the second WHO external quality assessment for the molecular detection of respiratory syncytial virus, 2019–2020","year":2023,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Centers for Disease Control and Prevention; Public Health England; World Health Organization; Institute of Infection and Immunity; National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"External quality assessment; Subtyping; Virology; Medicine; Molecular diagnostics; Computational biology; Biology; Computer science; Bioinformatics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02486597,0.001437134,0.0006406188,0.002593467,0.001206868,0.001719043,0.0007792517,0.001196155,0.004869482],"category_scores_gemma":[0.01385494,0.0004902927,0.001738293,0.001318941,0.0007133993,0.0005489468,0.001620381,0.0008410108,0.002996808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319863,"about_ca_system_score_gemma":0.002872315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827881,"about_ca_topic_score_gemma":0.01591992,"domain_scores_codex":[0.9726939,0.006703837,0.002786902,0.002895491,0.01325245,0.001667424],"domain_scores_gemma":[0.9746621,0.002622817,0.001889535,0.002182406,0.01760121,0.001041882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005453268,0.001161145,0.6440853,0.001622734,0.0007400321,0.0007534946,0.003414506,0.002519831,0.1935065,0.001248502,0.03825599,0.1072387],"study_design_scores_gemma":[0.0001885687,0.003233911,0.6771107,0.0003675668,0.0004197909,0.001026522,0.001231023,0.002881197,0.2203229,0.0003600116,0.09269166,0.0001661441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269896,0.003470537,0.05494646,0.003077612,0.001225681,0.008188642,0.109045,0.001356748,0.09169968],"genre_scores_gemma":[0.8145278,0.0006010253,0.04302134,0.002662695,0.0001654233,0.002956136,0.1136803,0.0004106722,0.02197464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02486597,"threshold_uncertainty_score":0.1315054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771221069096619,"score_gpt":0.4516183262097901,"score_spread":0.2744962193001281,"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."}}