{"id":"W4382561286","doi":"10.31219/osf.io/3ugqw","title":"A Brief Analysis on Adverse Side Effects of COVID-19 Vaccines","year":2023,"lang":"en","type":"preprint","venue":"","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Adverse effect; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Side effect (computer science); Medicine; Virology; Pharmacology; Internal medicine; Computer science; Outbreak; 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":[],"consensus_categories":[],"category_scores_codex":[0.001978955,0.001224195,0.001304651,0.002615095,0.0002961866,0.001134966,0.0004039607,0.0008634239,0.01380684],"category_scores_gemma":[0.004309791,0.0002682096,0.003122385,0.001207074,0.0002135194,0.0009014683,0.0005109641,0.001322876,0.002976815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007292489,"about_ca_system_score_gemma":0.0007625773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004989699,"about_ca_topic_score_gemma":0.0006100912,"domain_scores_codex":[0.9978528,0.0008032892,0.0003342915,0.000148561,0.0007203571,0.0001407659],"domain_scores_gemma":[0.99467,0.003318698,0.0008984906,0.0001660828,0.0008214475,0.0001253474],"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":[0.003691865,0.0004341127,0.00359543,0.01415157,0.001102192,0.001295049,0.000147762,0.002806503,0.01391038,0.005934834,0.06014208,0.8927882],"study_design_scores_gemma":[0.0002495297,0.005207906,0.03866038,0.008028524,0.002417761,0.007276946,0.0002514405,0.002072939,0.01902296,0.01202867,0.9046311,0.0001518025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02659944,0.8736842,0.03469723,0.00817727,0.003232545,0.001173055,0.01166304,0.0005694827,0.0402038],"genre_scores_gemma":[0.128692,0.7358887,0.03221723,0.01250835,0.0154136,0.001381719,0.01680522,0.0005208032,0.05657243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01380684,"threshold_uncertainty_score":0.04618853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05327973042646204,"score_gpt":0.3903817652547104,"score_spread":0.3371020348282483,"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."}}