{"id":"W4390619007","doi":"10.1093/geronb/gbad199","title":"Neighborhood Social Environment and Dementia: The Mediating Role of Social Isolation","year":2024,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; York University","keywords":"Dementia; Social isolation; Loneliness; Psychology; Socioeconomic status; Social deprivation; Gerontology; Psychiatry; Medicine; Environmental health; Population; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007577536,0.0003261738,0.0003386128,0.0005181761,0.0005115699,0.0008292766,0.0003899623,0.0002232356,0.002318427],"category_scores_gemma":[0.003777654,0.0001656419,0.0005028023,0.000369627,0.0004403547,0.0004873003,0.0015571,0.0003939192,0.00007361394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340642,"about_ca_system_score_gemma":0.0008176254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009061868,"about_ca_topic_score_gemma":0.01753793,"domain_scores_codex":[0.9994332,0.0002700851,0.00003843113,0.00008025709,0.00007494207,0.0001029612],"domain_scores_gemma":[0.9988042,0.0003796458,0.000430447,0.00006885825,0.00009020646,0.0002265838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000158157,0.0001364467,0.9850788,0.0001077583,0.000484286,0.0002182039,0.0007123891,0.000207762,0.0003147694,0.0004468448,0.0001814303,0.01195328],"study_design_scores_gemma":[0.000006958565,0.0001170688,0.9975814,0.00007592991,0.0001787193,0.0001425244,0.0006005393,0.0003305424,0.0001035813,0.0004845755,0.0003725066,0.00000577199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995596,0.001704173,0.0004742358,0.0003959614,0.00001660544,0.00001234036,0.0001339892,0.000006388085,0.001660226],"genre_scores_gemma":[0.999361,0.0003199995,0.0001317277,0.00001998862,0.000009517647,0.000005218354,0.00003967751,7.072276e-7,0.0001121183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009061868,"threshold_uncertainty_score":0.01801825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334613726900209,"score_gpt":0.3366664957511314,"score_spread":0.3033203584821293,"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."}}