{"id":"W4288096068","doi":"10.1017/s0714980822000204","title":"Life Satisfaction and Influenza Vaccination Among Older Adults in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Vaccination; Multinomial logistic regression; Medicine; Logistic regression; Gerontology; Demography; Young adult; Environmental health; Immunology","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":[0.0007855869,0.0001540793,0.0003683241,0.0009737149,0.001341919,0.0009341501,0.0004225812,0.0002859058,0.002591032],"category_scores_gemma":[0.003466379,0.0001080965,0.0004550048,0.003379992,0.0003752833,0.0002419351,0.0005108487,0.0004864251,0.0001277878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008809644,"about_ca_system_score_gemma":0.01018376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735161,"about_ca_topic_score_gemma":0.9711269,"domain_scores_codex":[0.9994141,0.00007044568,0.00004035041,0.0000535737,0.0002214801,0.0002000482],"domain_scores_gemma":[0.9974674,0.0001787292,0.0005254338,0.00004333459,0.001091511,0.0006935254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004731625,0.00002624607,0.9958845,0.00002253262,0.00002715232,0.00002157215,0.0003447308,0.00002951145,0.00002808212,0.00004309603,0.0005727386,0.002952556],"study_design_scores_gemma":[0.000002069469,0.00001160582,0.9992166,0.00001396022,0.000006183214,0.000008055063,0.0003889886,0.00006054118,0.000007238934,0.000008564656,0.0002739466,0.000002171013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992017,0.001137493,0.000048315,0.0004712583,0.00001610272,0.00002901369,0.003593244,0.000003787472,0.002683877],"genre_scores_gemma":[0.998041,0.0003618833,0.00005193612,0.00008689614,0.000005698051,0.000009694486,0.0009965441,0.000001003257,0.0004453582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02648389,"threshold_uncertainty_score":0.06391871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645308383218432,"score_gpt":0.254322304020859,"score_spread":0.2378692201886747,"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."}}