{"id":"W4207055073","doi":"10.1101/2022.01.22.22269545","title":"Remdesivir for the Treatment of COVID-19: An Updated Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia; McGill University","funders":"Ministère de la Santé; Canadian Institutes of Health Research; Innovative Medicines Canada; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Confidence interval; Meta-analysis; Randomized controlled trial; Frequentist inference; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Relative risk; Oxygen therapy; Internal medicine; Bayesian probability; Statistics; Bayesian inference","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01411393,0.00240161,0.01741231,0.006895101,0.0004564934,0.00309427,0.001847638,0.001778657,0.004261133],"category_scores_gemma":[0.03298491,0.001123716,0.02890005,0.005715359,0.0006435703,0.001971288,0.001326865,0.002193616,0.0003198229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073698,"about_ca_system_score_gemma":0.004744909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006601438,"about_ca_topic_score_gemma":0.01442422,"domain_scores_codex":[0.9914492,0.004028705,0.00243777,0.0007372392,0.001065862,0.0002812042],"domain_scores_gemma":[0.9823198,0.01245091,0.003052742,0.0003782494,0.001594858,0.0002036013],"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":[0.001885635,0.00002899893,0.001471987,0.6353898,0.3347696,0.0001182908,0.00006371408,0.0005803538,0.0002309809,0.000229032,0.001551999,0.02367967],"study_design_scores_gemma":[0.001082099,0.0002564552,0.002823285,0.07667052,0.9140412,0.0001445887,0.00003933611,0.0002640835,0.000152597,0.000393016,0.004097634,0.00003523394],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001296232,0.99741,0.0002849573,0.0001995903,0.0001022098,0.0001598399,0.0003709396,0.00001422842,0.0001620521],"genre_scores_gemma":[0.05875848,0.936537,0.001746888,0.001062166,0.0002597958,0.000676944,0.000696492,0.00002396324,0.0002382805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01741231,"threshold_uncertainty_score":0.07464242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2664913752759664,"score_gpt":0.5085937251142252,"score_spread":0.2421023498382588,"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."}}