{"id":"W4402691719","doi":"10.3390/ijerph21091242","title":"Analysis of Oral Microbiota in Elderly Thai Patients with Alzheimer’s Disease and Mild Cognitive Impairment","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chulabhorn Research Institute; Thailand Science Research and Innovation; Chulabhorn Royal Academy","keywords":"Dementia; Dysbiosis; Saliva; Clinical Dementia Rating; Medicine; Disease; Biomarker; Cognitive decline; Alzheimer's disease; Fusobacteria; Population; Internal medicine; Biology; Environmental health","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":[0.000147021,0.000221835,0.0002594849,0.000844698,0.0005625262,0.0005245191,0.00008351874,0.0002531257,0.0006924354],"category_scores_gemma":[0.0005687334,0.0001638614,0.0002123443,0.0006778868,0.0001687124,0.0002288477,0.0003985516,0.0001699251,0.0001411604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525562,"about_ca_system_score_gemma":0.0002365006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005558434,"about_ca_topic_score_gemma":0.00551913,"domain_scores_codex":[0.9998649,0.00002240928,0.00002491577,0.00002778709,0.00002553065,0.00003440829],"domain_scores_gemma":[0.9998019,0.00001967435,0.00005991283,0.000007485316,0.00004987772,0.00006111205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004121836,0.0001136097,0.9867746,0.00005438308,0.00003571274,0.0005669706,0.001275517,0.00002335882,0.005042424,0.00001313767,0.00008831009,0.005599838],"study_design_scores_gemma":[0.000008268677,0.0004181247,0.9947624,0.00001713969,0.00004685606,0.001199218,0.002671871,0.0001437906,0.0004069441,0.00002668113,0.0002920881,0.000006652394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995918,0.000113803,0.00002840518,0.000009379442,0.000002298492,0.00000569652,0.00006905438,7.186466e-7,0.0001788153],"genre_scores_gemma":[0.9993739,0.0001553449,0.00007532819,0.00002483186,0.0000064245,0.000008173348,0.0001594611,5.998063e-7,0.0001959196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005558434,"threshold_uncertainty_score":0.01105213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287512323656423,"score_gpt":0.359341221211283,"score_spread":0.3264660979747188,"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."}}