{"id":"W4404730660","doi":"10.5498/wjp.v14.i12.1925","title":"Predictive value of nutritional status and serological indicators in elderly patients with mild cognitive impairment","year":2024,"lang":"en","type":"article","venue":"World Journal of Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nanjing Medical University; Jiangsu Commission of Health","keywords":"Medicine; Dementia; Internal medicine; Population; Diabetes mellitus; Hyperlipidemia; Gerontology; Physical therapy; Endocrinology; Disease; 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":[0.001024932,0.0004299314,0.0002889903,0.001095923,0.0002730349,0.0004479696,0.0002397033,0.0003849831,0.0009107271],"category_scores_gemma":[0.005680416,0.0001335554,0.0003257031,0.0005099601,0.0001801592,0.0002772411,0.0003616792,0.0004420882,0.0001820035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150277,"about_ca_system_score_gemma":0.0003169324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002738345,"about_ca_topic_score_gemma":0.002727071,"domain_scores_codex":[0.9997836,0.0000892518,0.0000309433,0.00002743634,0.00004695746,0.00002177739],"domain_scores_gemma":[0.9986817,0.0005360215,0.0003362521,0.00005664381,0.000206749,0.0001825865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148328,0.00004054,0.9975756,0.000005694808,0.00002653675,0.00003377245,0.00001708764,0.0002972158,0.00004017532,0.00001127876,0.00005254121,0.001751209],"study_design_scores_gemma":[0.00002453157,0.0003083915,0.9898319,0.00001534459,0.00007138083,0.0001943873,0.0001142676,0.008993983,0.0001172837,0.0001728229,0.0001486208,0.000006968412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990608,0.000209582,0.0001731026,0.00005630149,0.000009046851,0.00001138971,0.0001406327,0.000005977335,0.0003331755],"genre_scores_gemma":[0.9995534,0.00004707688,0.0001604307,0.00000786058,0.000005322494,0.00000552512,0.0001709555,4.959045e-7,0.00004883122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738345,"threshold_uncertainty_score":0.005444825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006916238062161503,"score_gpt":0.2839625664686771,"score_spread":0.2770463284065156,"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."}}