{"id":"W4220821290","doi":"10.3390/ijerph19063695","title":"Neighborhood Makes or Breaks Active Ageing? Findings from Cross-Sectional Path Analysis","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Ministry of Education - Singapore; Science Foundation Ireland; National University of Singapore","keywords":"Mental health; Friendship; Gerontology; Psychological intervention; Psychosocial; Active ageing; Health promotion; Psychology; Social support; Population ageing; Public health; Quality of life (healthcare); Population; Medicine; Environmental health; Social psychology; Nursing; Older people; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009049806,0.0005984389,0.0006128813,0.001233948,0.001021876,0.00181121,0.0009544834,0.0008253327,0.004910956],"category_scores_gemma":[0.02632289,0.0007701533,0.001701667,0.001449115,0.0009519437,0.002266292,0.002329787,0.001446504,0.0002828797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761234,"about_ca_system_score_gemma":0.001563031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008593534,"about_ca_topic_score_gemma":0.008505326,"domain_scores_codex":[0.9953563,0.003233372,0.0001978336,0.0005349109,0.0002818886,0.0003957303],"domain_scores_gemma":[0.9758778,0.01665921,0.003556253,0.001594124,0.001048242,0.001264493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162563,0.0001788356,0.988201,0.00006788709,0.0004566771,0.0001155393,0.003644133,0.0002496806,0.00008194152,0.0006971359,0.0003329372,0.005858041],"study_design_scores_gemma":[0.00004068361,0.0003933708,0.9794924,0.0001104402,0.0005557004,0.0002657406,0.01140028,0.004239831,0.0001298453,0.001871757,0.001464979,0.00003498124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977427,0.000267332,0.0006554812,0.0004357182,0.00002544531,0.00004501683,0.000324657,0.00001188039,0.0004918663],"genre_scores_gemma":[0.9983528,0.0002321706,0.0007219362,0.0000825727,0.000009087125,0.00007981879,0.0003028951,0.000006565016,0.000212355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009049806,"threshold_uncertainty_score":0.0478605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08579695330046153,"score_gpt":0.4386375263331367,"score_spread":0.3528405730326751,"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."}}