{"id":"W4390885825","doi":"10.3390/vaccines12010083","title":"Burden and Impact of Reactogenicity among Adults Receiving COVID-19 Vaccines in the United States and Canada: Results from a Prospective Observational Study","year":2024,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novavax","keywords":"Reactogenicity; Observational study; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Betacoronavirus; Environmental health; Virology; Internal medicine; Outbreak; Immunogenicity; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006561114,0.0001916625,0.000326486,0.0002890803,0.00006882519,0.00006451046,0.0001343304,0.00005940812,0.000006362193],"category_scores_gemma":[0.002301002,0.000116839,0.00004170547,0.0008654189,0.00003180647,0.0001339172,0.00008766164,0.0002722733,3.734818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733938,"about_ca_system_score_gemma":0.001126903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9624264,"about_ca_topic_score_gemma":0.8259312,"domain_scores_codex":[0.9983883,0.0001537093,0.0004009329,0.0004363315,0.0003927526,0.000227962],"domain_scores_gemma":[0.9974482,0.001917563,0.0000786008,0.0002726479,0.0002157057,0.00006725999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00213701,0.00008125186,0.9816132,0.0001239773,0.0002053956,0.000161885,0.01355847,0.00001706849,0.0008679939,0.000005940316,0.0008805445,0.0003473012],"study_design_scores_gemma":[0.003299962,0.0004234057,0.9839785,0.0002010528,0.00006775828,0.00001728622,0.006864755,0.003817397,0.0003458161,0.0002120772,0.0006564018,0.0001155634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959818,0.0007173099,0.000002366614,0.001898298,0.00003936569,0.00106883,0.0002278333,0.00003561119,0.00002857258],"genre_scores_gemma":[0.9983754,0.00005480333,0.00001392512,0.001237709,0.0001647697,0.00005148876,0.00007229817,0.00001755708,0.00001201797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364952,"threshold_uncertainty_score":0.4764555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199180349697252,"score_gpt":0.3634269632302131,"score_spread":0.3014351597332406,"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."}}