{"id":"W7154906804","doi":"10.21608/ejgg.2026.435651.1169","title":".....The Relation between Multimorbidity in Elderly Patients with Mild Cognitive Impairment...","year":2025,"lang":"en","type":"article","venue":"Egyptian Journal of Geriatrics and Gerontology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Cognition; Relation (database); Depression (economics); Disease; Comorbidity","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":[0.0005597955,0.0001811906,0.0002713643,0.000631771,0.0004927849,0.0004587952,0.0002173995,0.0003769939,0.003085914],"category_scores_gemma":[0.002873801,0.0001308247,0.0003572793,0.0008842364,0.0001442147,0.0003086739,0.0003677992,0.000454067,0.0002744029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169281,"about_ca_system_score_gemma":0.0005550452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008685731,"about_ca_topic_score_gemma":0.01007643,"domain_scores_codex":[0.999643,0.00006697894,0.00006466958,0.00006919992,0.00008571985,0.00007050208],"domain_scores_gemma":[0.9988272,0.0001606986,0.0005797078,0.00004628527,0.0001788771,0.0002072412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003884044,0.00001504845,0.9977701,0.0000170669,0.00004588426,0.00003837549,0.00002100674,0.00001181952,0.00003911297,0.00001047322,0.0001274389,0.001864905],"study_design_scores_gemma":[0.000002301955,0.00002456246,0.9994708,0.00001058443,0.00002357398,0.0002023161,0.00004112535,0.00006433919,0.00001535538,0.00003104856,0.000112617,0.000001531983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953809,0.002195262,0.0001015283,0.0005351816,0.00003536793,0.00001380294,0.0008008722,0.000004790885,0.0009322951],"genre_scores_gemma":[0.9992394,0.0002424899,0.00007872884,0.00006443279,0.00002991498,0.000005415056,0.0001773367,6.824039e-7,0.0001614759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008685731,"threshold_uncertainty_score":0.01727039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506003618880588,"score_gpt":0.3112210137898517,"score_spread":0.2861609776010459,"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."}}