{"id":"W3205815588","doi":"10.1093/cid/ciab880","title":"Therapeutic Emergency Use Authorizations (EUAs) During Pandemics: Double-edged Swords","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; McMaster University; Impact","funders":"National Institutes of Health","keywords":"Authorization; Medicine; Pandemic; Trustworthiness; Food and drug administration; Coronavirus disease 2019 (COVID-19); Medical emergency; Disease; Computer security; Pathology; Computer science; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5984296,0.001312856,0.00305546,0.005722563,0.007187804,0.02989588,0.007728536,0.02663907,0.00514832],"category_scores_gemma":[0.7561064,0.002472098,0.003805445,0.004739562,0.02261993,0.03852177,0.02133424,0.04133171,0.001593397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156655,"about_ca_system_score_gemma":0.06684508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005800321,"about_ca_topic_score_gemma":0.006689007,"domain_scores_codex":[0.3611715,0.4357069,0.07724266,0.01681563,0.1014732,0.007590084],"domain_scores_gemma":[0.1241608,0.6848509,0.06335842,0.05692676,0.06111031,0.009592889],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008849021,0.0002868084,0.009622864,0.006330163,0.0007824844,0.0007634156,0.01511992,0.00177651,0.00106263,0.6119204,0.1064393,0.2450106],"study_design_scores_gemma":[0.0008292894,0.000643883,0.008327483,0.02914961,0.0006380563,0.00107349,0.008289261,0.003126916,0.003195798,0.3875458,0.5565842,0.0005963062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01236282,0.02698115,0.08707232,0.7967291,0.0125474,0.002172236,0.0008741539,0.0004653211,0.06079552],"genre_scores_gemma":[0.4267077,0.01952085,0.1411108,0.3856694,0.01233163,0.004325387,0.0008344643,0.0007235681,0.008776371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5984296,"threshold_uncertainty_score":0.4952078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307576744390416,"score_gpt":0.4831512905236142,"score_spread":0.3523936160845725,"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."}}