{"id":"W4395467396","doi":"10.1101/2024.04.19.24306090","title":"Safety of RSV Vaccine among Pregnant Individuals: A Real-World Pharmacovigilance Study Using Vaccine Adverse Event Reporting System","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"","keywords":"Pharmacovigilance; Adverse effect; Vaccine safety; Medicine; Adverse Event Reporting System; Virology; Pharmacology; Immunization; Immunology","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":[0.008945958,0.0004082161,0.0004863585,0.001929521,0.0004889085,0.001416463,0.000600934,0.0008264912,0.0009336669],"category_scores_gemma":[0.02524146,0.0005468294,0.001209419,0.00202195,0.0005902188,0.00186682,0.001006501,0.0008723298,0.0001989506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041905,"about_ca_system_score_gemma":0.001061888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080279,"about_ca_topic_score_gemma":0.003848431,"domain_scores_codex":[0.9892763,0.005330354,0.001843786,0.001654566,0.00142372,0.0004713738],"domain_scores_gemma":[0.9826972,0.005483954,0.009364995,0.0009604091,0.001123163,0.0003702673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000154771,0.00009234354,0.9972823,0.00004794673,0.0001944476,0.0001524926,0.0001878343,0.0000439104,0.0000634962,0.00004322333,0.00007828757,0.001658891],"study_design_scores_gemma":[0.00008370908,0.001141443,0.9876558,0.0001687075,0.0005832864,0.002650627,0.002202363,0.004140723,0.0003836037,0.0001442287,0.0008074886,0.00003811679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979814,0.0007844933,0.000488568,0.0001145978,0.000009121272,0.00009411186,0.0002972871,0.000004804089,0.000225395],"genre_scores_gemma":[0.9989098,0.0002750907,0.0004309707,0.0000679507,0.00001680386,0.00004660848,0.0002121657,0.000002226407,0.00003829312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008945958,"threshold_uncertainty_score":0.04731131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060044732152576,"score_gpt":0.4281747289130101,"score_spread":0.3221702556977524,"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."}}