{"id":"W2951409797","doi":"10.23860/diss-rose-kenneth-2019","title":"DIETARY POLYPHENOLS AND THEIR GUT MICROBIOTA METABOLITES AS POTENTIAL TREATMENTS FOR ALZHEIMER'S DISEASE","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of General Medical Sciences; Agriculture and Agri-Food Canada; National Natural Science Foundation of China; China Scholarship Council; Verdure Sciences; Office of Experimental Program to Stimulate Competitive Research; National Institutes of Health; National Science Foundation","keywords":"Disease; Resveratrol; Curcumin; Polyphenol; Dementia; Cognitive decline; Gut flora; Medicine; Mediterranean diet; Biology; Pharmacology; Bioinformatics; Antioxidant; Internal medicine; Biochemistry; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001536135,0.0002869268,0.0004035396,0.0005601536,0.0001985812,0.0004706929,0.0001989662,0.0004136874,0.003065482],"category_scores_gemma":[0.0001516068,0.0001246964,0.000449992,0.0002454809,0.0001389593,0.0003178716,0.0002964131,0.0008356296,0.0005078454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153987,"about_ca_system_score_gemma":0.0002908513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005910466,"about_ca_topic_score_gemma":0.002677804,"domain_scores_codex":[0.9999456,0.000009828119,0.000003820114,0.00001031219,0.00001842105,0.00001194587],"domain_scores_gemma":[0.9999541,0.000006939871,0.00001159943,0.000002546939,0.00001394783,0.00001086155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001769049,0.001257116,0.001726228,0.01020659,0.0003092144,0.0005919862,0.0002709312,0.0007816589,0.394153,0.004405885,0.009250157,0.5752782],"study_design_scores_gemma":[0.0007381254,0.0132048,0.03460183,0.005953379,0.001547859,0.002128978,0.0008412694,0.001503343,0.2178771,0.005225818,0.7162274,0.0001500656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2401618,0.7281935,0.003706364,0.004366463,0.001199169,0.0002178491,0.001114269,0.0002513661,0.02078921],"genre_scores_gemma":[0.4280437,0.5437884,0.007730228,0.001542632,0.0003709171,0.0001342927,0.0005215901,0.00003563639,0.01783267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003065482,"threshold_uncertainty_score":0.0102551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683867660860408,"score_gpt":0.2890927659420602,"score_spread":0.2722540893334562,"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."}}