{"id":"W2310997862","doi":"10.7439/ijbr.v7i3.3040","title":"Vaccine adverse events reporting system globally","year":2016,"lang":"en","type":"article","venue":"International Journal of Biomedical Research","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; Pharmacovigilance; Adverse Event Reporting System; Vaccination; Polio vaccine; Diphtheria; Immunization; Pharmacist; Pediatrics; Harm; Family medicine; Medical emergency; Intensive care medicine; Poliomyelitis; Immunology; Pharmacy; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01978466,0.001336592,0.001401897,0.01228354,0.0007061461,0.00379871,0.002516391,0.002420107,0.04091439],"category_scores_gemma":[0.06208881,0.0005749612,0.001172533,0.01284258,0.0005462913,0.003807224,0.002291757,0.00230534,0.04616418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002161719,"about_ca_system_score_gemma":0.008391774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646322,"about_ca_topic_score_gemma":0.00177572,"domain_scores_codex":[0.9712293,0.007857887,0.009673245,0.002148248,0.007991026,0.001100419],"domain_scores_gemma":[0.8514866,0.02619994,0.04684689,0.0131843,0.05905059,0.003231686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004899839,0.0001369071,0.02061987,0.003428429,0.0001896189,0.000332924,0.0004000914,0.0008531141,0.002420949,0.007990256,0.7645374,0.1986005],"study_design_scores_gemma":[0.00009343012,0.0001534037,0.02111956,0.001277025,0.00009629584,0.000490978,0.000169783,0.001053507,0.001860131,0.001987967,0.9716179,0.00007998775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01152011,0.01197893,0.03193999,0.02212395,0.003359462,0.006576168,0.6462717,0.02973429,0.2364954],"genre_scores_gemma":[0.08629175,0.01821929,0.04031684,0.0177133,0.002676921,0.007128467,0.7612845,0.00290539,0.06346361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04091439,"threshold_uncertainty_score":0.1368722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2730983828373635,"score_gpt":0.5865539016787366,"score_spread":0.313455518841373,"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."}}