{"id":"W4390191934","doi":"10.1002/alz.083053","title":"Association of Gut Microbiome with Diabetes Mellitus and Alzheimer’s Disease in a Puerto Rican Adult Population: A Preliminary Report","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Diabetes mellitus; Microbiome; Disease; Medicine; Gerontology; Population; Cognitive decline; Internal medicine; Biology; Bioinformatics; Environmental health; Endocrinology","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":[0.0002337368,0.0002813063,0.0001565023,0.0004635719,0.0004047071,0.0002965081,0.0001897391,0.000238001,0.001323263],"category_scores_gemma":[0.0005214367,0.0001195334,0.0003098823,0.0005362984,0.0001410909,0.0001653865,0.000385942,0.0001535097,0.00017468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519017,"about_ca_system_score_gemma":0.0002216189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02377075,"about_ca_topic_score_gemma":0.02235285,"domain_scores_codex":[0.9999008,0.00002863742,0.000008371529,0.00002540878,0.00001367358,0.00002312161],"domain_scores_gemma":[0.9998142,0.00002134154,0.00005928443,0.00002258463,0.00005198853,0.00003063192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001480401,0.00004839988,0.9930359,0.00005745584,0.00008774055,0.0002592833,0.0005218729,0.00001824798,0.001723947,0.00001610952,0.0002647014,0.003818357],"study_design_scores_gemma":[0.000005379669,0.00007034242,0.9985119,0.00001266437,0.00005275725,0.0001936821,0.0006219677,0.0000683793,0.00009330668,0.00001332648,0.0003535459,0.000002810945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998493,0.000321981,0.00008680808,0.00007381483,0.000003832863,0.00002366581,0.0006331385,0.000002917997,0.0003608736],"genre_scores_gemma":[0.9989359,0.0002640531,0.0001518128,0.0000517433,0.000008586774,0.00002371327,0.0003464846,0.00000124034,0.000216664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02377075,"threshold_uncertainty_score":0.04726475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031726170790664,"score_gpt":0.2540822796659424,"score_spread":0.2437650179580358,"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."}}