{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363144,0.0001559148,0.0003537746,0.0001132329,0.0006148638,0.00001380741,0.0003103205,0.0001147673,0.0002922438],"category_scores_gemma":[0.0003933607,0.0001596543,0.0002172199,0.000291702,0.00001475858,0.0002646168,0.00004506642,0.0001244879,0.00002749886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005714748,"about_ca_system_score_gemma":0.00008405432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205997,"about_ca_topic_score_gemma":0.0004142731,"domain_scores_codex":[0.9978498,0.0002166684,0.001119712,0.0001965412,0.0003046378,0.0003126595],"domain_scores_gemma":[0.9979821,0.0001149321,0.001224153,0.0004234821,0.0002105463,0.00004471422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004003589,0.0001658756,0.9453243,0.00004918958,0.0002590678,0.00000419904,0.01016616,0.00004119053,0.01603601,0.01386691,0.0001427775,0.01390431],"study_design_scores_gemma":[0.004904863,0.0002542031,0.7939103,0.0004495176,0.0004504526,0.000004034767,0.00555524,0.0002316466,0.004334519,0.0093402,0.1794998,0.001065192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890565,0.0008160889,0.001265537,0.0001340832,0.0004354519,0.0002324442,8.148579e-7,0.00009886992,0.007960156],"genre_scores_gemma":[0.9971921,0.0001421904,0.0004205629,0.0002150113,0.0001653529,0.000004793112,0.00001091626,0.00003376673,0.001815283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1793571,"threshold_uncertainty_score":0.6510515,"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."}}