{"id":"W4414522400","doi":"10.1016/j.nrl.2025.501939","title":"Protective effect of adult vaccination on the development of dementias: A systematic review","year":2025,"lang":"en","type":"article","venue":"Neurología","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Dementia; Systematic review; Epidemiology; MEDLINE; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005748118,0.00009668345,0.0003522312,0.00009795972,0.0001034091,0.00000186777,0.0001837517,0.00006948465,0.00007519031],"category_scores_gemma":[0.001493286,0.00005482448,0.00008264883,0.0002055672,0.00001900241,0.00001619077,0.00005036372,0.0001422606,0.00003309562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001446692,"about_ca_system_score_gemma":0.0000495996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003712285,"about_ca_topic_score_gemma":0.000004982048,"domain_scores_codex":[0.9984,0.0009221587,0.0004256741,0.0001187532,0.00003129759,0.0001020737],"domain_scores_gemma":[0.9985189,0.0008427429,0.0002481056,0.0002527716,0.0001347363,0.000002686321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003747686,0.001073407,0.001399429,0.5332924,0.003704351,0.000002946319,0.001938323,0.00001455415,0.3860804,0.03792515,0.00682336,0.02399802],"study_design_scores_gemma":[0.001846802,0.001517149,0.02040845,0.02720509,0.0007619943,0.000008644205,0.00006239898,0.00001213284,0.9473454,0.0001644763,0.0005287711,0.0001386628],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620158,0.02249423,0.0008615916,0.003180491,0.0006790765,0.008448334,0.00001190555,0.00005798104,0.002250555],"genre_scores_gemma":[0.998611,0.0001280354,0.000006224357,0.0003759269,0.000001041742,0.0004548377,0.000005719788,0.000004187734,0.0004130368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.561265,"threshold_uncertainty_score":0.2235677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00699667818265423,"score_gpt":0.2582452849480737,"score_spread":0.2512486067654195,"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."}}