{"id":"W1969886311","doi":"10.4161/hv.34369","title":"Consumer reporting of adverse events following immunization","year":2014,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of Victoria","funders":"Department of Health, State Government of Victoria","keywords":"Medicine; Attendance; Public health surveillance; Adverse effect; Pharmacovigilance; Medical emergency; Environmental health; Test (biology); Health care; Family medicine; Pediatrics; Public health; Nursing","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":[0.007211153,0.000224004,0.0004288545,0.001765805,0.0002773699,0.0006611056,0.0003637014,0.0003166014,0.00328021],"category_scores_gemma":[0.02041673,0.0001631057,0.0005591873,0.001677828,0.0003071574,0.0004414435,0.0005923641,0.0005162059,0.0006111565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008272459,"about_ca_system_score_gemma":0.0007707279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008742463,"about_ca_topic_score_gemma":0.008468715,"domain_scores_codex":[0.9904091,0.002979913,0.001979236,0.0007133053,0.003570498,0.0003478032],"domain_scores_gemma":[0.9646727,0.005942011,0.0186116,0.001404056,0.008688104,0.000681492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003664486,0.00009843295,0.9490476,0.0008843425,0.0001556199,0.0001980357,0.00118455,0.0001344071,0.0005967931,0.0001473924,0.003686713,0.04349958],"study_design_scores_gemma":[0.000009994445,0.0003635949,0.9930265,0.000131006,0.00005574305,0.0003702533,0.0003682826,0.0002901504,0.0006567395,0.000059706,0.004653865,0.00001415548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584507,0.002890798,0.003502934,0.0009995869,0.0001322151,0.001270273,0.01597642,0.0001482825,0.01662881],"genre_scores_gemma":[0.9817885,0.002491035,0.004231795,0.0004584613,0.0001447648,0.0007736604,0.00586899,0.00002634499,0.004216468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008742463,"threshold_uncertainty_score":0.03813666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029062185833875,"score_gpt":0.3419498221302399,"score_spread":0.3016592002719012,"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."}}