{"id":"W4321495921","doi":"10.1038/s41467-023-36125-8","title":"National surveillance data analysis of COVID-19 vaccine uptake in England by women of reproductive age","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Health and Social Care Delivery Research; Health Services and Delivery Research Programme; National Institute for Health and Care Research","keywords":"Ethnic group; Vaccination; Demography; Medicine; Population; Fertility; Pregnancy; Environmental health; Immunology; Biology; Political science","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":[0.001311612,0.0001826759,0.000436838,0.001406245,0.0001590497,0.0004095388,0.0003529154,0.0002352908,0.002278961],"category_scores_gemma":[0.00621246,0.0002723399,0.0004013207,0.002560922,0.0001388111,0.00035031,0.0007875316,0.0002628732,0.0005736505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008555183,"about_ca_system_score_gemma":0.0008940396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1361546,"about_ca_topic_score_gemma":0.1379505,"domain_scores_codex":[0.9985319,0.0005436822,0.0003252394,0.0002333017,0.0002048583,0.0001610233],"domain_scores_gemma":[0.996104,0.0007964173,0.001795258,0.0002732834,0.0008158245,0.0002151816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003027854,0.00002549433,0.9860719,0.000404535,0.0001284646,0.0001025828,0.000748951,0.0001570376,0.0004699863,0.0001206674,0.005415301,0.00605243],"study_design_scores_gemma":[0.0000132588,0.00004692668,0.9977772,0.00004909064,0.00001861999,0.00006884625,0.0002022267,0.0001294293,0.00006849816,0.000009411606,0.001612719,0.000003731086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993385,0.001625525,0.0004169288,0.0003245097,0.00001795801,0.0001173802,0.09558164,0.00003331836,0.002544099],"genre_scores_gemma":[0.9389079,0.001304535,0.0009156046,0.000182454,0.00002202221,0.0003119445,0.05622682,0.00001501367,0.002113604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361546,"threshold_uncertainty_score":0.2707242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07947323713321944,"score_gpt":0.4203261982854333,"score_spread":0.3408529611522139,"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."}}