{"id":"W7117292072","doi":"10.1002/alz70858_105676","title":"Enhancing Early Dementia Detection in Primary Care with a Culturally Tailored Bilingual EHR Screening Tool","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Primary care; Culturally sensitive; Culturally appropriate; Primary health care; Health care","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":[0.006597972,0.0003366903,0.0004319338,0.0006031322,0.0005163291,0.0008399604,0.0005188244,0.0003189654,0.002522977],"category_scores_gemma":[0.0172324,0.0002627068,0.0007380567,0.0004548149,0.0002034819,0.0006592756,0.001630937,0.0006139378,0.0006111134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009214832,"about_ca_system_score_gemma":0.004740516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454688,"about_ca_topic_score_gemma":0.01255028,"domain_scores_codex":[0.9956649,0.002880473,0.0004202396,0.0002474925,0.0004977101,0.0002892156],"domain_scores_gemma":[0.9928693,0.003472608,0.001041858,0.000424218,0.001382034,0.0008098328],"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":[0.001389388,0.01255052,0.3834067,0.002464002,0.0002907249,0.0007857196,0.008870135,0.001251887,0.005834347,0.0003450225,0.01933694,0.5634745],"study_design_scores_gemma":[0.003112535,0.01239442,0.8928453,0.003069446,0.000964475,0.001819098,0.01118073,0.01058278,0.008073992,0.001454573,0.05414794,0.0003546996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598773,0.0005805601,0.010611,0.00472439,0.0002106413,0.005797432,0.001829002,0.0006823208,0.01568745],"genre_scores_gemma":[0.891387,0.001073571,0.09807772,0.002583505,0.0001385067,0.004491563,0.0009397228,0.00003922744,0.001269206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006597972,"threshold_uncertainty_score":0.03489381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425196088717899,"score_gpt":0.2798626814897374,"score_spread":0.2656107206025584,"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."}}