{"id":"W4283822399","doi":"10.3233/aiad220041","title":"Clinical and Bacterial Markers of Periodontitis and Their Association with Incident All-Cause and Alzheimer’s Disease Dementia in a Large National Survey","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in Alzheimer's disease","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prevotella intermedia; Incidence (geometry); Fusobacterium nucleatum; Dementia; National Death Index; Internal medicine; Periodontitis; Periodontal pathogen; National Health and Nutrition Examination Survey; Clinical attachment loss; Epidemiology; Gingival recession; Porphyromonas gingivalis; Immunology; Disease; Dentistry; Population","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":[0.001155311,0.0002597683,0.0003100105,0.000637814,0.0004588884,0.00055632,0.0004430037,0.00042595,0.000582375],"category_scores_gemma":[0.002145768,0.000450003,0.0004683691,0.001055602,0.0002077894,0.0004479002,0.0006837933,0.0007122087,0.0001738674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004418115,"about_ca_system_score_gemma":0.0005702214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0307809,"about_ca_topic_score_gemma":0.05158016,"domain_scores_codex":[0.9992817,0.0002620157,0.00009002411,0.0001536895,0.0001216963,0.00009080202],"domain_scores_gemma":[0.9987423,0.0001541252,0.000511787,0.0001967695,0.0002082316,0.0001867941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004168445,0.00002805691,0.9992889,0.000004706948,0.00004979963,0.00001238351,0.00003659524,0.00001495495,0.00007839813,0.000005516799,0.00008059523,0.0003583327],"study_design_scores_gemma":[0.000003504578,0.00001949346,0.9996215,0.000002910888,0.00002527267,0.00003797342,0.00008781227,0.00009267929,0.0000141255,0.000007468429,0.00008559581,0.000001702394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998414,0.0002401781,0.0001015662,0.00005275007,0.000004955908,0.000009973151,0.0009162559,0.000004140335,0.0002560067],"genre_scores_gemma":[0.9985859,0.0001641353,0.0001546398,0.00004579787,0.00000938331,0.00001875917,0.0008830344,0.000001316284,0.000136969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307809,"threshold_uncertainty_score":0.06120348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555389487041959,"score_gpt":0.3437292133106685,"score_spread":0.2981753184402489,"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."}}