{"id":"W4401428948","doi":"10.1002/alz.14141","title":"Infection burden, periodontal pathogens, and their interactive association with incident all‐cause and Alzheimer's disease dementia in a large national survey","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Dementia; Medicine; Disease; Periodontal pathogen; Porphyromonas gingivalis; Hazard ratio; Periodontitis; Internal medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007071256,0.0002040706,0.0002774058,0.0006820448,0.0004370075,0.000691298,0.0003657141,0.0004108076,0.001256397],"category_scores_gemma":[0.002239891,0.0004098448,0.0004585731,0.001021229,0.0002266303,0.0003763694,0.000659526,0.0005052995,0.0001622152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918456,"about_ca_system_score_gemma":0.0004281497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02578514,"about_ca_topic_score_gemma":0.04978402,"domain_scores_codex":[0.9995382,0.0001641492,0.00005057226,0.00009547068,0.00007156366,0.00008003521],"domain_scores_gemma":[0.9984621,0.0002392163,0.0007483281,0.0001388047,0.0001524555,0.0002591352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000283051,0.00001012344,0.9995223,0.000003970207,0.00003798518,0.000007994335,0.00002275885,0.00001111457,0.00004277548,0.000003405745,0.00005223925,0.0002571247],"study_design_scores_gemma":[0.00000155181,0.000008195332,0.9998119,0.000002130965,0.00001223022,0.00002087397,0.00005120515,0.00004015154,0.000007210345,0.000005113671,0.00003851215,9.452495e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987108,0.0001748189,0.0000363938,0.00005605176,0.000002567743,0.000003517885,0.0008289319,0.000002897456,0.0001840159],"genre_scores_gemma":[0.9991038,0.00009075114,0.00007421607,0.00002728653,0.000004879252,0.00000936774,0.0006002637,0.000001153805,0.0000882277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578514,"threshold_uncertainty_score":0.05127013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077349640441172,"score_gpt":0.3138481955601836,"score_spread":0.2830746991557719,"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."}}