{"id":"W3135769848","doi":"10.1002/pds.5217","title":"Global <scp>COVID</scp>‐19 pandemic and reporting behavior ‐ An analysis of the Food and Drug Administration adverse events reporting system","year":2021,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Foundation for Anesthesia Education and Research","keywords":"Adverse Event Reporting System; Pandemic; Medicine; Outbreak; Adverse effect; Food and drug administration; Coronavirus disease 2019 (COVID-19); Chloroquine; Confidence interval; Environmental health; Internal medicine; Virology; Disease; Infectious disease (medical specialty); Malaria; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008646938,0.0004094993,0.001168477,0.0001409591,0.0009488995,0.0000108735,0.0002075768,0.0003271106,0.00004543354],"category_scores_gemma":[0.004934947,0.0003499016,0.0003231611,0.0007689007,0.0004484147,0.0003573349,0.0002841227,0.0008864465,0.000001721865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794143,"about_ca_system_score_gemma":0.0003716986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001568167,"about_ca_topic_score_gemma":0.0004163382,"domain_scores_codex":[0.9921929,0.003062833,0.002986833,0.0009503997,0.0001961177,0.0006108699],"domain_scores_gemma":[0.9915293,0.002533566,0.004738816,0.0003929517,0.0001945065,0.0006108533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155799,0.0002008644,0.9868413,0.0001908066,0.001150841,0.0001331708,0.0008052164,0.001649803,0.005665251,0.000658491,0.0003231448,0.002265585],"study_design_scores_gemma":[0.00267888,0.0000610542,0.9435089,0.00006914909,0.01016323,0.00210552,0.005852582,0.01828938,0.003573796,0.000277779,0.01306831,0.0003513763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946057,0.001911485,0.000240725,0.0005020291,0.0009070144,0.0005159026,0.0004734432,0.0001360888,0.0007076705],"genre_scores_gemma":[0.9956485,0.001532668,0.0001947438,0.001946432,0.0001718682,0.00007926512,0.0001705431,0.00001907438,0.0002368907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04333229,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684249638764256,"score_gpt":0.4738534381253598,"score_spread":0.3054284742489343,"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."}}