{"id":"W4414564383","doi":"10.1136/bmjopen-2025-101592","title":"Perinatal outcomes and uptake of RSV vaccine during pregnancy in South London: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Respiratory viral infections research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Pregnancy; Disadvantaged; Vaccination; Ethnic group; Socioeconomic status; Epidemiology; Public health; Gestation","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":[0.0006221199,0.0002533713,0.0003790888,0.0007463046,0.0003123653,0.0007129364,0.0004557264,0.000521839,0.001194158],"category_scores_gemma":[0.002254852,0.0004935695,0.0004269923,0.001194378,0.0002935964,0.0005679828,0.0006821485,0.0005049805,0.0003207148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000870995,"about_ca_system_score_gemma":0.000465864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03511965,"about_ca_topic_score_gemma":0.0327127,"domain_scores_codex":[0.999328,0.0001758954,0.0001399609,0.0001457789,0.0001271813,0.00008315058],"domain_scores_gemma":[0.997941,0.0002777973,0.00121033,0.000120188,0.0001857608,0.0002649471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005445196,0.00001498655,0.9989667,0.0000209916,0.00003836754,0.0001031791,0.0002680258,0.00001502308,0.0001077414,0.000005323958,0.00005761248,0.0003475238],"study_design_scores_gemma":[0.000004161879,0.00006851352,0.9993628,0.00001318152,0.00001356307,0.0001438052,0.0002652234,0.00003054675,0.00001819586,0.000002926089,0.00007463538,0.000002496957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985628,0.0003536881,0.00001907719,0.00004973421,0.000002498298,0.00001622116,0.0006688019,0.000002413423,0.000324716],"genre_scores_gemma":[0.9990402,0.0003042035,0.00004573437,0.00003312537,0.000003342689,0.00002967719,0.0003917987,0.00000161157,0.0001502631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03511965,"threshold_uncertainty_score":0.06983048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056933007119036,"score_gpt":0.4822802978268345,"score_spread":0.3765869971149309,"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."}}