{"id":"W7116953870","doi":"10.1002/alz70860_101249","title":"Social isolation and loneliness in diverse rural environments","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Ethnic group; Isolation (microbiology); Social cognitive theory; Cognition; Social engagement; Social relation","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":[0.0004357425,0.0002373142,0.0002496909,0.0006934233,0.0008180053,0.0005524797,0.0001928293,0.000216128,0.001255416],"category_scores_gemma":[0.001588636,0.00009441624,0.0001940876,0.0004718737,0.0005459256,0.0004512373,0.001110175,0.0002705127,0.00009769761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550628,"about_ca_system_score_gemma":0.0002889947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531533,"about_ca_topic_score_gemma":0.009229502,"domain_scores_codex":[0.9996666,0.0001387796,0.00002122931,0.00004463274,0.00005023753,0.00007851704],"domain_scores_gemma":[0.9990736,0.0001353533,0.0003859212,0.00002499053,0.00008726931,0.0002928333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337665,0.0001352099,0.9799514,0.0001039687,0.0001099337,0.0004053403,0.004730012,0.0001089903,0.0007498926,0.000115274,0.000283429,0.01317277],"study_design_scores_gemma":[0.000004196776,0.0001409564,0.9953257,0.00002668232,0.0000171369,0.0003714363,0.003496095,0.00007825225,0.00003862844,0.0001203414,0.0003752426,0.00000530846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990667,0.0002975011,0.0000558713,0.00005578201,0.000003568917,0.000004932838,0.00004604661,0.000001589994,0.0004681026],"genre_scores_gemma":[0.9997013,0.0001633736,0.00003037919,0.00001480839,0.00000556066,0.000006043942,0.00003153316,4.130127e-7,0.00004648208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003531533,"threshold_uncertainty_score":0.007021964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187017744468658,"score_gpt":0.339688370837066,"score_spread":0.3078181933923794,"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."}}