{"id":"W3175818920","doi":"10.1136/bmjopen-2020-048416","title":"Efficacy and safety of remdesivir in COVID-19 caused by SARS-CoV-2: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Meta-analysis; Betacoronavirus; Pandemic; Coronavirus Infections; MEDLINE; Virology; Pathology; Outbreak; Disease","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":[0.01965007,0.003662918,0.02858157,0.00954765,0.0007241875,0.004625797,0.002281524,0.002710844,0.003815214],"category_scores_gemma":[0.03415243,0.002025887,0.05348146,0.008465083,0.0008841176,0.002435318,0.00191673,0.002273143,0.0003575031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004303464,"about_ca_system_score_gemma":0.006409339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005390235,"about_ca_topic_score_gemma":0.009737309,"domain_scores_codex":[0.9875602,0.005258585,0.004153758,0.0009665314,0.001716858,0.0003441605],"domain_scores_gemma":[0.9819579,0.01182578,0.003679196,0.0004941993,0.001780319,0.0002625956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001960709,0.00004088588,0.001123403,0.5552187,0.4292747,0.00009197753,0.00007746296,0.0003778742,0.0001987546,0.0001227629,0.0004152476,0.01109761],"study_design_scores_gemma":[0.0006798297,0.0003305471,0.001634222,0.05143413,0.9437549,0.0001004949,0.00004942203,0.0001987981,0.0001548688,0.0001599095,0.001472769,0.00003011153],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003089499,0.9948254,0.0004815133,0.0001856626,0.0001461834,0.0006935266,0.0003488123,0.00002471241,0.0002047611],"genre_scores_gemma":[0.08465312,0.90794,0.002556204,0.0007512721,0.0002645036,0.002732386,0.0006887788,0.00003464413,0.0003790294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02858157,"threshold_uncertainty_score":0.1039208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4638517556896359,"score_gpt":0.6099791424737081,"score_spread":0.1461273867840722,"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."}}