{"id":"W7116942225","doi":"10.1002/alz70860_099210","title":"Exploring Education and Cognition in Minority Communities in Southern California: Insights from the SERVE OC Randomized Trial","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":"Cognition; Randomized controlled trial; Affect (linguistics); Social cognitive theory; Intervention (counseling)","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":[0.004385823,0.0007532843,0.00159268,0.0003217769,0.0007445499,0.001120889,0.0006989527,0.00113362,0.002754849],"category_scores_gemma":[0.009124697,0.0002656448,0.001351034,0.0007148499,0.0007389185,0.0006049195,0.0006004875,0.001383162,0.0001436104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110105,"about_ca_system_score_gemma":0.00349303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034637,"about_ca_topic_score_gemma":0.05478935,"domain_scores_codex":[0.9973922,0.001834685,0.0001364556,0.0002387914,0.0001844457,0.0002134576],"domain_scores_gemma":[0.9960055,0.001516596,0.001003733,0.0002540184,0.0003420141,0.000878055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8025534,0.00719308,0.1089171,0.003320236,0.01122242,0.0002410972,0.0009642828,0.0005585586,0.0005742817,0.0006872803,0.009009733,0.05475847],"study_design_scores_gemma":[0.7038982,0.04606833,0.2106385,0.002162516,0.02172733,0.0002382709,0.002041931,0.001564303,0.0003487011,0.001108538,0.01010286,0.0001006053],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805512,0.01278208,0.0001181494,0.002037489,0.000232885,0.0007974739,0.000951323,0.00002395306,0.002505456],"genre_scores_gemma":[0.9922056,0.003036105,0.0004567345,0.001211218,0.000344061,0.001182731,0.0007955896,0.00000640094,0.0007615055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02034637,"threshold_uncertainty_score":0.04045588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06524510790263918,"score_gpt":0.3147125978492066,"score_spread":0.2494674899465674,"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."}}