{"id":"W4308698229","doi":"10.1016/s0140-6736(22)02306-6","title":"WHO Living Guidelines on antivirals for COVID-19 are evidence-based","year":2022,"lang":"en","type":"letter","venue":"The Lancet","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; McMaster University; Impact","funders":"Engineering and Physical Sciences Research Council; World Health Organization","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Virology; MEDLINE; Coronavirus Infections; Medicine; Political science; Internal medicine; Law; Infectious disease (medical specialty)","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":[0.01730059,0.001620719,0.002991981,0.001876483,0.006287479,0.00950995,0.003581892,0.1639023,0.01226422],"category_scores_gemma":[0.09440383,0.001790996,0.004158036,0.001922571,0.006199347,0.006649019,0.003831064,0.09241689,0.01445743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008589623,"about_ca_system_score_gemma":0.022927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176012,"about_ca_topic_score_gemma":0.04324812,"domain_scores_codex":[0.9770436,0.006372676,0.00418723,0.001555299,0.007353886,0.003487372],"domain_scores_gemma":[0.9162565,0.04778809,0.006621985,0.00204572,0.01347142,0.01381626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004468209,0.00003389197,0.0002688953,0.00009672147,0.00002072191,0.0003684512,0.00008952826,0.00004189443,0.0001207536,0.003391508,0.9899563,0.005566656],"study_design_scores_gemma":[0.0002941472,0.00006644901,0.001053012,0.001321143,0.00007496293,0.0003244342,0.0002246417,0.0002986118,0.0002091161,0.01223166,0.9838107,0.00009121749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008308626,0.0007175816,0.00009902077,0.9808095,0.01553092,0.00001749573,0.00009486351,0.00001769351,0.002629971],"genre_scores_gemma":[0.0006127045,0.0004506549,0.0002554981,0.978318,0.0167448,0.0000413376,0.00004533138,0.00002034247,0.003511406],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1639023,"threshold_uncertainty_score":0.09149534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3387961106598656,"score_gpt":0.4559069568925967,"score_spread":0.1171108462327311,"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."}}