{"id":"W4389206006","doi":"10.22215/etd/2023-15810","title":"A Pharmacoepidemiological Approach For Evaluating The Risk Of Myocarditis And Pericarditis Following Mrna COVID-19 Vaccination","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Vaccination; Pericarditis; Medicine; Coronavirus disease 2019 (COVID-19); Myocarditis; Adverse effect; Adverse Event Reporting System; Internal medicine; Immunology; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.03210952,0.0009804065,0.002326088,0.005075869,0.000320657,0.002100997,0.0008832983,0.001281598,0.004482351],"category_scores_gemma":[0.06757051,0.0005180583,0.009944082,0.004273775,0.0004202418,0.001025898,0.0008233688,0.001443895,0.0004695336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115611,"about_ca_system_score_gemma":0.002863167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498951,"about_ca_topic_score_gemma":0.002351242,"domain_scores_codex":[0.9765086,0.01802291,0.002176106,0.001357007,0.00174563,0.0001896641],"domain_scores_gemma":[0.9579617,0.03364374,0.004829615,0.00118777,0.002118504,0.0002586987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007354724,0.0004398457,0.1445365,0.1323983,0.2601592,0.0003007198,0.0006179894,0.007215646,0.00222148,0.01084496,0.01082616,0.4230845],"study_design_scores_gemma":[0.005629968,0.009625528,0.2300636,0.05665189,0.5414384,0.001150505,0.001104801,0.02388831,0.004166292,0.02794419,0.09799805,0.0003385791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09645053,0.7286147,0.1080698,0.01423352,0.002260665,0.009494765,0.02126044,0.0003766934,0.0192388],"genre_scores_gemma":[0.663639,0.1868154,0.1255787,0.004190021,0.00145765,0.01168832,0.003377358,0.00007351994,0.003179962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03210952,"threshold_uncertainty_score":0.1698134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499913889776735,"score_gpt":0.4839005369471692,"score_spread":0.3339091479694957,"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."}}