{"id":"W3046500785","doi":"10.1111/irv.12771","title":"Results from the WHO external quality assessment for the respiratory syncytial virus pilot, 2016‐17","year":2020,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"World Health Organization; National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"Virology; Medicine; External quality assessment; Virus; Respiratory system; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Intensive care medicine; Internal medicine; Pathology; 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":[0.08240527,0.001620341,0.0007587337,0.002412231,0.001259841,0.0021992,0.001726407,0.0008576154,0.003715328],"category_scores_gemma":[0.04012086,0.0005242352,0.001609983,0.002231843,0.001307694,0.001063478,0.00374069,0.001098456,0.002262749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004834094,"about_ca_system_score_gemma":0.01153356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0373297,"about_ca_topic_score_gemma":0.01976767,"domain_scores_codex":[0.9384791,0.01857493,0.006982036,0.003712015,0.02954642,0.002705481],"domain_scores_gemma":[0.9084638,0.005435943,0.006781884,0.005523443,0.07144937,0.002345451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003277912,0.001336525,0.6500937,0.003154614,0.0005964357,0.0003264753,0.003986425,0.002635438,0.01639825,0.002118862,0.1127947,0.2032806],"study_design_scores_gemma":[0.0006125156,0.004941155,0.7224244,0.001674515,0.0006320475,0.000485491,0.003143743,0.002861889,0.05752243,0.0008090861,0.2047321,0.0001606805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5095378,0.008103258,0.08991992,0.0122624,0.0020071,0.03279436,0.1965854,0.004259792,0.14453],"genre_scores_gemma":[0.7578782,0.002355179,0.06289439,0.003757258,0.0002921207,0.01042238,0.1477963,0.0004930409,0.01411118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08240527,"threshold_uncertainty_score":0.4358059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3724794096498472,"score_gpt":0.4778460618229471,"score_spread":0.1053666521730999,"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."}}