{"id":"W4327943831","doi":"10.3390/pharma2010009","title":"Absolute Risk Reductions in COVID-19 Antiviral Medication Clinical Trials","year":2023,"lang":"en","type":"article","venue":"Pharmacoepidemiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Absolute risk reduction; Food and drug administration; Relative risk; Coronavirus disease 2019 (COVID-19); Clinical trial; Emergency medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Intensive care medicine; Confidence interval; Environmental health","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1344782,0.001723353,0.005406169,0.001779108,0.0006373613,0.003292997,0.001399193,0.002571317,0.008779781],"category_scores_gemma":[0.2010627,0.0009561341,0.008791395,0.001795833,0.001616218,0.00362235,0.002090331,0.00768588,0.00162867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806017,"about_ca_system_score_gemma":0.001800497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000506257,"about_ca_topic_score_gemma":0.0007048005,"domain_scores_codex":[0.7800478,0.1719761,0.01900616,0.008124625,0.019182,0.001663137],"domain_scores_gemma":[0.7789949,0.1813553,0.01659941,0.01183302,0.009369187,0.001848188],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.2126278,0.002500252,0.03012927,0.03432168,0.09638695,0.0008116161,0.001387528,0.02329878,0.00753981,0.03301469,0.07694171,0.4810399],"study_design_scores_gemma":[0.1233648,0.1240221,0.1331982,0.01199639,0.1355689,0.004238572,0.001146958,0.03397117,0.02823365,0.1226876,0.280481,0.001090748],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2357175,0.395264,0.1704333,0.02875393,0.0170623,0.01468542,0.02082706,0.001722898,0.1155336],"genre_scores_gemma":[0.9091132,0.02031777,0.02984662,0.009596839,0.002618193,0.01080413,0.006933834,0.0003760316,0.01039336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9982767,"threshold_uncertainty_score":0.7111973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4569085072153082,"score_gpt":0.6184444032718883,"score_spread":0.1615358960565801,"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."}}