{"id":"W2074409482","doi":"10.3399/bjgp11x583164","title":"Childhood swine flu vaccination uptake in a Welsh general practice: a prospective study","year":2011,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Vaccination; Medicine; Logistic regression; Welsh; Prospective cohort study; Inequality; Social class; Environmental health; Demography; Pediatrics; Immunology","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":[0.004474291,0.0001865244,0.0003967119,0.0002333235,0.0005036457,0.0003725163,0.0004378428,0.0001342249,0.000590116],"category_scores_gemma":[0.008342257,0.0002185601,0.0001429308,0.0007045771,0.00001538066,0.005581969,0.00007154356,0.0008760341,0.00002806227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003441181,"about_ca_system_score_gemma":0.0006591018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009922645,"about_ca_topic_score_gemma":0.006871603,"domain_scores_codex":[0.9959937,0.001366409,0.0009208611,0.0003265015,0.0009288411,0.0004637257],"domain_scores_gemma":[0.9967405,0.0002814767,0.001153172,0.0001695167,0.001434985,0.0002203097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004413527,0.04112245,0.1790172,0.00004896929,0.001856388,0.03822055,0.2796875,0.0002238307,0.0005399136,0.01505122,0.0478826,0.3919359],"study_design_scores_gemma":[0.004082729,0.001204845,0.933008,0.00007855078,0.0003056275,0.003127655,0.02578508,0.00001320681,0.00005994199,0.001632242,0.03034886,0.0003532581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203696,0.003264711,0.0001751953,0.003536191,0.000856421,0.0009563642,0.00000500273,0.00003492105,0.07080165],"genre_scores_gemma":[0.9842281,0.002245198,0.00906733,0.0008890234,0.002115136,0.00001964255,0.000001590019,0.0000320116,0.00140202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7539908,"threshold_uncertainty_score":0.9987063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299006619148976,"score_gpt":0.3204019537026998,"score_spread":0.2974118875112101,"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."}}