{"id":"W4206771051","doi":"10.2196/36635","title":"Surveillance System Evaluation for COVID-19 Vaccine–Associated Adverse Events Following Immunization (AEFI), Sindh Pakistan (2021)","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Adverse effect; Immunization; Population; Pediatrics; Immunology; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03190245,0.0005190861,0.0006304772,0.003938016,0.0006262267,0.0009556714,0.0006710783,0.0003078179,0.001257854],"category_scores_gemma":[0.04224185,0.000275324,0.0008576849,0.004074353,0.0003526904,0.001074405,0.001108112,0.0004523229,0.0002989022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002987358,"about_ca_system_score_gemma":0.006741017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02725738,"about_ca_topic_score_gemma":0.02396061,"domain_scores_codex":[0.9835767,0.006802103,0.004941196,0.000912627,0.003141196,0.0006262164],"domain_scores_gemma":[0.956624,0.008436333,0.01181519,0.001143633,0.02074178,0.001239078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006795751,0.000223368,0.9176567,0.002199553,0.0002736999,0.0001324842,0.001957681,0.001509876,0.0005187942,0.000538408,0.01049257,0.06381724],"study_design_scores_gemma":[0.0001340034,0.001146675,0.9780897,0.0007846263,0.0001730468,0.000203645,0.003175666,0.004207782,0.00114913,0.0002051714,0.01068778,0.00004281294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7961439,0.002572052,0.01483184,0.002193303,0.0002638371,0.02758228,0.1327429,0.0004958135,0.02317412],"genre_scores_gemma":[0.9086653,0.001675793,0.0194461,0.0004268365,0.00007784227,0.01565082,0.05281156,0.00001989184,0.001225729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03190245,"threshold_uncertainty_score":0.1687183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003538682950709,"score_gpt":0.3456039852020671,"score_spread":0.31556859837256,"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."}}