{"id":"W4412561303","doi":"10.17305/bb.2025.12632","title":"Serum NPTX2 and cognitive impairment in geriatric diabetes","year":2025,"lang":"en","type":"article","venue":"Biomolecules and Biomedicine","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Biomarker; Cognition; Montreal Cognitive Assessment; Internal medicine; Medicine; Polypharmacy; Cognitive impairment; Marital status; Cross-sectional study; Oncology; Disease; Endocrinology; Psychiatry; Pathology; Biology; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001879217,0.0001551806,0.0002258211,0.000367632,0.000071822,0.00001097297,0.00006607606,0.0001585498,0.00007160944],"category_scores_gemma":[0.00004208879,0.0001195305,0.00002490542,0.0003911415,0.0003501971,0.00002424458,0.0001389794,0.00008076056,0.000009316733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001759205,"about_ca_system_score_gemma":0.00003017869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003623613,"about_ca_topic_score_gemma":0.000008162524,"domain_scores_codex":[0.999121,0.00007576343,0.0001986704,0.0003024306,0.00002523449,0.0002769385],"domain_scores_gemma":[0.9997189,0.00008672698,0.00004217178,0.00009602039,0.00002434708,0.000031809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003326193,0.0002663457,0.05150092,0.0001851355,0.0002949544,0.00003080115,0.0001749158,3.405861e-9,0.8437859,0.0009271936,0.002727588,0.0997736],"study_design_scores_gemma":[0.009819134,0.001275284,0.7505684,0.001031328,0.0003484707,0.000030332,0.001395646,0.00002778185,0.2265824,0.002308765,0.006140192,0.0004722026],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746228,0.02227786,0.0001157745,0.001807323,0.0003786543,0.0003242947,0.00008272658,0.00003473398,0.0003557824],"genre_scores_gemma":[0.9982964,0.0003971405,0.00004217056,0.0007798946,0.00001659407,0.00002486798,0.00005980524,0.000006448635,0.0003766482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990675,"threshold_uncertainty_score":0.487431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003319141403806367,"score_gpt":0.226549615761514,"score_spread":0.2232304743577076,"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."}}