{"id":"W4412825098","doi":"10.47723/1tp3pa39","title":"A Bibliometric Analysis of Global Research on Dementia and its Cognitive Function","year":2025,"lang":"en","type":"article","venue":"AL-Kindy College Medical Journal","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Function (biology); Psychology; Medicine; Neuroscience; Internal medicine","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009756478,0.0008523304,0.002667425,0.1687871,0.001515066,0.006065899,0.0009601855,0.0008864644,0.005539129],"category_scores_gemma":[0.05785055,0.0003284828,0.003364971,0.1838776,0.001109594,0.003598337,0.002680487,0.0005782177,0.0006738924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977412,"about_ca_system_score_gemma":0.007026003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00724161,"about_ca_topic_score_gemma":0.005940847,"domain_scores_codex":[0.9854925,0.002690231,0.003421762,0.001026648,0.006866245,0.0005025989],"domain_scores_gemma":[0.9455063,0.03360865,0.008418589,0.00183789,0.009840836,0.0007876682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006397789,0.0003115973,0.533848,0.05808715,0.006188603,0.001577502,0.007896531,0.005213222,0.001820107,0.01356443,0.02852739,0.3423256],"study_design_scores_gemma":[0.0001506234,0.0005715865,0.8452358,0.01259969,0.009245861,0.003267845,0.01638892,0.01405712,0.002143995,0.01501793,0.08102337,0.0002973802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718164,0.09513381,0.01104947,0.005676806,0.0005721747,0.003886692,0.09628288,0.001039512,0.06819471],"genre_scores_gemma":[0.9406085,0.02586378,0.01095227,0.0001523599,0.0003849758,0.001770846,0.0180963,0.00007462932,0.002096324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8312129,"threshold_uncertainty_score":0.05159777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07409875150653347,"score_gpt":0.4632700435039013,"score_spread":0.3891712919973678,"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."}}