{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01250991,0.0005825771,0.02593159,0.0003931741,0.00007050249,0.00009143168,0.0006357902,0.0002517129,0.0001945573],"category_scores_gemma":[0.1575439,0.0003550764,0.001853985,0.00219786,0.0002463223,0.00009022015,0.001519814,0.0005817291,0.00001286619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036328,"about_ca_system_score_gemma":0.002074711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000664153,"about_ca_topic_score_gemma":0.0002733445,"domain_scores_codex":[0.990787,0.003472561,0.003440296,0.001077043,0.0008590664,0.0003640076],"domain_scores_gemma":[0.9747194,0.02131978,0.001447066,0.00193315,0.0002389741,0.0003416007],"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":[0.00003750809,0.000124217,0.000004464823,0.8858769,0.109949,0.000146682,0.00003845754,1.091831e-7,4.92169e-7,0.00001509379,0.00249112,0.00131599],"study_design_scores_gemma":[0.0009717299,0.0001005606,0.000004344771,0.2023371,0.62577,0.000009874157,0.00001109255,0.000002073443,3.821204e-7,0.000004334498,0.1705355,0.0002529211],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.638758e-7,0.9505392,0.00003651958,0.004749269,0.000006577991,0.04428333,0.0002524492,0.00001079942,0.0001214369],"genre_scores_gemma":[0.000006088838,0.9878295,0.0001135812,0.00527816,0.000009575723,0.005451773,0.0001541988,0.00004117732,0.001115954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6835398,"threshold_uncertainty_score":0.9998901,"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."}}