{"id":"W4391106276","doi":"10.1002/alz.13613","title":"Common infections and neuroimaging markers of dementia in three UK cohort studies","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; British Heart Foundation; University College London; UK Dementia Research Institute; National Institute for Health and Care Research; Open Philanthropy Project; Weston Brain Institute; Alzheimer's Society; Wellcome Trust; Avid Radiopharmaceuticals; Brain Research UK; Alzheimer's Association","keywords":"Dementia; Medicine; Neuroimaging; Population; Serology; Neuropsychology; Internal medicine; Serostatus; Oncology; Demography; Immunology; Psychiatry; Cognition; Antibody; Environmental health; Viral load; Virus; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009906969,0.000916901,0.002203597,0.002385525,0.0008112712,0.002375354,0.0009470527,0.001049744,0.001916212],"category_scores_gemma":[0.021611,0.0008258133,0.006288826,0.004172944,0.0007075341,0.0006736552,0.001797488,0.0007865716,0.0001313519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089526,"about_ca_system_score_gemma":0.001042483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03044769,"about_ca_topic_score_gemma":0.03730853,"domain_scores_codex":[0.9878402,0.005984649,0.003113036,0.001731701,0.0008779946,0.0004524169],"domain_scores_gemma":[0.9812601,0.008153724,0.005725844,0.002354029,0.002091603,0.0004146573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003423379,0.00004066784,0.8821639,0.007486959,0.09512918,0.0004013883,0.0005098687,0.000338852,0.0008687958,0.0001935087,0.0007548408,0.008688727],"study_design_scores_gemma":[0.0005321385,0.0004069307,0.907317,0.002838298,0.08525463,0.0005834552,0.0003118616,0.0003168614,0.0004668719,0.0002635634,0.001667884,0.00004058925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336434,0.1570217,0.002354061,0.0005730342,0.0002545514,0.0002523608,0.004729124,0.00003729403,0.001134444],"genre_scores_gemma":[0.9903154,0.007472441,0.0007288963,0.0002278808,0.00004569022,0.0001489154,0.0008679598,0.000008969514,0.0001838966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044769,"threshold_uncertainty_score":0.06054091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374666671539832,"score_gpt":0.3475846687773836,"score_spread":0.3101180016234004,"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."}}