{"id":"W2789688128","doi":"10.5430/jer.v4n1p41","title":"Influenza vaccine uptake among adults living with young children","year":2018,"lang":"en","type":"article","venue":"Journal of Epidemiological Research","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vaccination; Medicine; Young adult; Influenza vaccine; Logistic regression; Immunization; Public health; Psychological intervention; Population; Demography; Marital status; Environmental health; Gerontology; Immunology; Internal medicine; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005170812,0.00023571,0.0002619619,0.000700182,0.0005956991,0.0005600938,0.0005021155,0.0002443141,0.002438717],"category_scores_gemma":[0.002005726,0.000147247,0.0005963871,0.0009868762,0.0002424124,0.0002779779,0.0004099319,0.0004497568,0.0002469991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002951065,"about_ca_system_score_gemma":0.00463873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8399712,"about_ca_topic_score_gemma":0.807768,"domain_scores_codex":[0.9995546,0.00003020606,0.00003426825,0.00007341399,0.0001689354,0.0001385616],"domain_scores_gemma":[0.9992746,0.00006191554,0.0002399632,0.00001748023,0.0002571632,0.0001489948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002594777,0.00001068713,0.9952199,0.00007165865,0.00004168471,0.00003556615,0.0001769522,0.00003994476,0.00007880099,0.00002798414,0.0006574404,0.003613523],"study_design_scores_gemma":[0.000001541681,0.00001679982,0.9989468,0.00005081153,0.00002362498,0.00005090058,0.0002165292,0.00005343245,0.00003557529,0.000007605773,0.0005941858,0.000002169804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798133,0.003614964,0.0001750229,0.0005546939,0.00003532808,0.00007428591,0.01069157,0.00002300858,0.005017895],"genre_scores_gemma":[0.9950529,0.001567342,0.0001505449,0.00009980406,0.00001194213,0.00002653245,0.002588729,0.000003156732,0.0004990401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8399712,"threshold_uncertainty_score":0.3219424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071836696984649,"score_gpt":0.481825102828605,"score_spread":0.2746414331301401,"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."}}