{"id":"W4210758423","doi":"10.1186/s12879-022-07068-0","title":"Efficacy of antiviral therapies for COVID-19: a systematic review of randomized controlled trials","year":2022,"lang":"en","type":"review","venue":"BMC Infectious Diseases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health","funders":"","keywords":"Medicine; Randomized controlled trial; Clinical trial; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Intensive care medicine; 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":[0.02642535,0.00201046,0.01303892,0.0101654,0.0007915753,0.003351304,0.002367926,0.002639936,0.00576749],"category_scores_gemma":[0.09310444,0.001177797,0.01303294,0.0092093,0.001477595,0.002679731,0.001424501,0.001711628,0.0004000144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004895635,"about_ca_system_score_gemma":0.01162047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00439862,"about_ca_topic_score_gemma":0.0115575,"domain_scores_codex":[0.9732924,0.01083926,0.01063599,0.001447848,0.003283914,0.0005008036],"domain_scores_gemma":[0.8952243,0.08204688,0.01520717,0.001206819,0.005688931,0.0006258683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006982585,0.00002096615,0.0004751034,0.9588764,0.01768296,0.00004283087,0.00007613346,0.00008186504,0.0001191514,0.0001491224,0.0006863496,0.02109086],"study_design_scores_gemma":[0.001344804,0.0005618303,0.002826191,0.8020874,0.18258,0.0001798535,0.0001545471,0.0001064558,0.0002387999,0.0003879849,0.009492697,0.0000394187],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009197848,0.9974821,0.0001743957,0.000287095,0.0001206545,0.0005175999,0.000278713,0.0000086502,0.0002109968],"genre_scores_gemma":[0.02374984,0.9719762,0.001285478,0.0008842745,0.0001659432,0.001493895,0.0003246499,0.000009753572,0.0001100204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02642535,"threshold_uncertainty_score":0.1397523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135316598135707,"score_gpt":0.4491034766891895,"score_spread":0.3355718168756188,"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."}}