{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01831045,0.0002805631,0.001162255,0.0006690208,0.0004693604,0.00005074844,0.0005732142,0.0002675659,0.0006759659],"category_scores_gemma":[0.08251915,0.0001446707,0.0002609628,0.001006838,0.001253668,0.0002987208,0.0004721971,0.002846881,0.0001554228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910753,"about_ca_system_score_gemma":0.0003434566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275204,"about_ca_topic_score_gemma":0.00008292789,"domain_scores_codex":[0.9937948,0.001373686,0.001297778,0.0004351276,0.001725415,0.001373208],"domain_scores_gemma":[0.9884578,0.005005303,0.0004508831,0.0005135312,0.004725409,0.0008471019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003613307,0.0002475455,0.9782771,0.00004573175,0.000377481,0.0001816007,0.0003064812,0.00001003879,0.0004673215,0.0001770259,0.01067773,0.005618557],"study_design_scores_gemma":[0.002079536,0.0092925,0.9832293,0.001357926,0.00004098257,0.0004556804,0.0003430588,0.0001410882,0.0001749854,0.0003389921,0.002400914,0.0001450514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911115,0.002120378,0.000137175,0.00134625,0.00006944204,0.0005767627,0.00000372878,0.00003096379,0.00460383],"genre_scores_gemma":[0.9919592,0.001088273,0.003787382,0.0008526785,0.001945586,0.00001879953,0.000001039484,0.00003170452,0.0003154095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0642087,"threshold_uncertainty_score":0.9994536,"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."}}