{"id":"W4380883292","doi":"10.1002/alz.060621","title":"Poor oral health predicts cognitive impairment in elders","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Medicine; Tooth loss; Memory span; Periodontitis; Tooth brushing; Cognitive test; Verbal fluency test; Gerontology; Dentistry; Disease; Psychiatry; Working memory; Neuropsychology; Oral health; Pathology","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":[0.0006961531,0.0004495892,0.0004470931,0.00111039,0.0005544054,0.000893006,0.0003298938,0.0006088507,0.002613075],"category_scores_gemma":[0.002648185,0.0002434062,0.0007424096,0.001144773,0.0002330474,0.0003682444,0.000669621,0.0007310013,0.0003820023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911496,"about_ca_system_score_gemma":0.0003010265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072962,"about_ca_topic_score_gemma":0.01251042,"domain_scores_codex":[0.9997095,0.00005715609,0.00004740178,0.00006394881,0.00005871935,0.00006318686],"domain_scores_gemma":[0.9987305,0.0001522484,0.0006113089,0.00007392237,0.0002034941,0.0002284558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001722,0.00005506895,0.9980701,0.00002105894,0.00006336971,0.00004076997,0.00004317303,0.00003012908,0.00004525776,0.000009257512,0.0001719498,0.001349743],"study_design_scores_gemma":[0.000004727139,0.00005626493,0.9994628,0.00001381204,0.00004332734,0.00006686476,0.00008368474,0.0001147755,0.00001513468,0.00003965693,0.00009621688,0.000002822941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963825,0.001119094,0.0000530545,0.0001310344,0.00001805905,0.00001231064,0.001095198,0.00000650941,0.001182344],"genre_scores_gemma":[0.9989378,0.0002260878,0.00005110811,0.00003859531,0.00001827315,0.000006402727,0.0004675396,0.000001114139,0.0002531291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072962,"threshold_uncertainty_score":0.02133429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262896430863803,"score_gpt":0.3453429888322888,"score_spread":0.3027140245236507,"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."}}