{"id":"W4392722043","doi":"10.1093/ageing/afae035","title":"Strategies to increase the coverage of influenza and pneumonia vaccination in older adults: a systematic review and network meta-analysis","year":2024,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Vaccination; Meta-analysis; Psychological intervention; Cochrane Library; Pneumonia; Odds ratio; MEDLINE; Systematic review; Randomized controlled trial; Intervention (counseling); Family medicine; Internal medicine; Immunology; Nursing","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":[0.001494327,0.000353639,0.004942345,0.0003457981,0.00008177805,0.0001232602,0.00009605586,0.00009167921,0.00001548159],"category_scores_gemma":[0.0005470099,0.0001733732,0.0004760072,0.001211544,0.00004070362,0.0001103396,0.0002649847,0.000367759,0.000003162137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000364255,"about_ca_system_score_gemma":0.00006352879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003350291,"about_ca_topic_score_gemma":0.0002819541,"domain_scores_codex":[0.9976363,0.0004814344,0.0009754816,0.000389182,0.0002827797,0.000234857],"domain_scores_gemma":[0.9985904,0.0005953519,0.0002784446,0.0003596505,0.00008987687,0.00008632061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006109068,0.00001098614,0.000006221924,0.9555962,0.03146981,0.0008808411,0.0005387524,0.000002293281,9.036784e-8,0.00008740791,0.00008047349,0.01132079],"study_design_scores_gemma":[0.0002022552,0.00006492599,0.0005482017,0.3265826,0.6565652,0.00003542992,0.0002547644,0.00001946082,2.244107e-8,0.00005412081,0.01544996,0.0002230464],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002028906,0.9959198,0.00000886112,0.00008780215,0.000007013134,0.003503277,0.00002747224,0.00001248612,0.0002304053],"genre_scores_gemma":[0.001277456,0.9971282,0.0000256326,0.0008343311,0.00002697822,0.0005756064,0.00001019038,0.00002207728,0.00009946427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6290136,"threshold_uncertainty_score":0.7069953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161302219783409,"score_gpt":0.4220172002895503,"score_spread":0.3058869783112094,"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."}}