{"id":"W7101424819","doi":"10.1093/eurpub/ckaf161.1189","title":"High serum osmolarity and cognitive function among elderly community residents: The KOBE Study","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Memory, violence, and history","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osmotic concentration; Logistic regression; Cognition; Cognitive decline; Multivariate analysis; Risk factor","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":[0.02297657,0.0001378903,0.0002916259,0.0002826861,0.0009912748,0.0001135018,0.000412501,0.00003099047,0.0001967359],"category_scores_gemma":[0.0003839408,0.0001025102,0.00006156084,0.0002562468,0.0002382328,0.0002358403,0.00009696965,0.001522687,0.00003100852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009113826,"about_ca_system_score_gemma":0.0003081775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413297,"about_ca_topic_score_gemma":0.000651452,"domain_scores_codex":[0.9755179,0.02300563,0.0007182273,0.0001627162,0.0002673361,0.0003281938],"domain_scores_gemma":[0.9981062,0.0003552123,0.0006065787,0.000370904,0.000312832,0.0002482145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002102115,0.001997387,0.4153577,0.00008777884,0.0006587564,0.0001611357,0.04867022,5.532612e-7,0.000004507718,0.00180599,0.04351535,0.4875304],"study_design_scores_gemma":[0.001679639,0.002212352,0.9438882,0.0001135664,0.00005869019,0.00002800999,0.04428648,4.299564e-7,2.364267e-7,0.0001605054,0.007502084,0.00006980418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719118,0.001818976,0.002894155,0.003144859,0.00198596,0.000303048,0.000008517176,0.00002446312,0.01790824],"genre_scores_gemma":[0.9956709,0.00005452587,0.00001581836,0.002410176,0.0002454552,0.000001982123,0.000002342976,0.00001702103,0.00158178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5285305,"threshold_uncertainty_score":0.7963268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06859661526374809,"score_gpt":0.3382943610759354,"score_spread":0.2696977458121873,"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."}}