{"id":"W4312204193","doi":"10.20944/preprints202212.0497.v1","title":"Association between Periodontal Disease and cognitive impairment in Adults","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Periodontitis; CINAHL; Cognitive decline; Critical appraisal; Medicine; Population; Disease; Observational study; Cohort study; Meta-analysis; Gerontology; Psychiatry; Internal medicine; Pathology; Environmental health; Psychological intervention; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01012202,0.0006817169,0.002858781,0.005415787,0.0004409205,0.002269058,0.0009207408,0.00121353,0.003673025],"category_scores_gemma":[0.03896943,0.0004902175,0.003539527,0.006350245,0.0006533954,0.001184806,0.0008673048,0.001018161,0.0002406261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834265,"about_ca_system_score_gemma":0.004736567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006538206,"about_ca_topic_score_gemma":0.0094556,"domain_scores_codex":[0.9919819,0.002816449,0.002530184,0.00083031,0.001635131,0.0002061101],"domain_scores_gemma":[0.9713821,0.01795917,0.008132142,0.0004105309,0.001853742,0.0002624167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001241487,0.00007066931,0.04021701,0.826819,0.02637477,0.0002875143,0.001237022,0.000251736,0.0003184309,0.0006749261,0.005907892,0.09659949],"study_design_scores_gemma":[0.0007786272,0.0008303346,0.1647709,0.7086604,0.0893128,0.001580274,0.001049084,0.0003050572,0.0005086282,0.002553097,0.02950084,0.0001499417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01230868,0.9829497,0.000298361,0.001371132,0.0002874911,0.0002125564,0.001590647,0.00001190016,0.0009695292],"genre_scores_gemma":[0.2312534,0.7605467,0.002616611,0.001826187,0.0007921548,0.0009299244,0.001619448,0.00001143129,0.0004042193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01012202,"threshold_uncertainty_score":0.05353099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272878960952044,"score_gpt":0.3640926866206946,"score_spread":0.3013638970111741,"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."}}