{"id":"W4402131018","doi":"10.3390/biomedicines12091993","title":"Metabolic-Associated Fatty Liver Disease and Cognitive Performance in Type 2 Diabetes: Basal Data from the Phytate, Neurodegeneration and Diabetes (PHYND) Study","year":2024,"lang":"en","type":"article","venue":"Biomedicines","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Govern de les Illes Balears","keywords":"Neurodegeneration; Diabetes mellitus; Type 2 diabetes; Disease; Fatty liver; Medicine; Basal (medicine); Cognitive decline; Internal medicine; Endocrinology; Bioinformatics; Dementia; Biology","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":[0.001525509,0.0007929946,0.0008444754,0.000872814,0.0006244438,0.00116968,0.0005327087,0.0007924693,0.001554864],"category_scores_gemma":[0.001694443,0.0005621457,0.0009344225,0.001464286,0.0002448481,0.0004874137,0.0006101964,0.0008372244,0.0006798815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597306,"about_ca_system_score_gemma":0.0002323873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005349908,"about_ca_topic_score_gemma":0.004914951,"domain_scores_codex":[0.9995213,0.0001730571,0.00008113829,0.00008941928,0.0000873803,0.00004785265],"domain_scores_gemma":[0.9987969,0.0002110371,0.0003299975,0.0002242929,0.0001919555,0.00024569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003247616,0.0002559472,0.9938515,0.00004620789,0.0005633081,0.0001162888,0.00007353241,0.00008050227,0.0002595123,0.0000176628,0.0002814437,0.001206218],"study_design_scores_gemma":[0.0003138624,0.0003917513,0.9978433,0.00001469129,0.0003717715,0.0002025443,0.0001113773,0.0001902015,0.00008717031,0.00003123888,0.0004309087,0.00001114406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933659,0.000644822,0.0002369778,0.0000307243,0.00001701871,0.00006635202,0.004827714,0.000008965966,0.0008014266],"genre_scores_gemma":[0.9895442,0.0003273304,0.0003180141,0.00006179724,0.0000312151,0.0001079418,0.009016735,0.000006815082,0.0005859442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005349908,"threshold_uncertainty_score":0.01063752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746182547621671,"score_gpt":0.284820492253579,"score_spread":0.2473586667773623,"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."}}