{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05010687,0.0001994203,0.001287407,0.000689207,0.0001371685,0.000008566308,0.0002572499,0.0003405785,0.0001320696],"category_scores_gemma":[0.1094811,0.0001656813,0.0003836894,0.001072609,0.0004710052,0.0001088655,0.0001325205,0.001236891,0.001266518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203667,"about_ca_system_score_gemma":0.0009039078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147924,"about_ca_topic_score_gemma":0.0000713167,"domain_scores_codex":[0.9882256,0.008116035,0.001966155,0.0007019428,0.0002812051,0.0007090491],"domain_scores_gemma":[0.9820762,0.0166471,0.0004854896,0.0004664809,0.00008591385,0.0002388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001586657,0.0003485872,0.6899002,0.0001216326,0.0003158877,0.0002476767,0.0002794475,0.00002398267,0.01904725,0.0003869458,0.2207832,0.06695849],"study_design_scores_gemma":[0.008676776,0.0002867606,0.1211227,0.00004640744,0.0002848429,0.00007666197,0.0001894595,0.02025975,0.002157174,0.005271257,0.8413755,0.0002527126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444466,0.00115246,0.001789826,0.04700435,0.002153627,0.001543846,0.00005209794,0.0004711678,0.001386086],"genre_scores_gemma":[0.8257151,0.00368045,0.0003336236,0.1668343,0.002612617,0.0005648048,0.00008503367,0.00004523237,0.0001287889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205923,"threshold_uncertainty_score":0.9995111,"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."}}