{"id":"W4411633877","doi":"10.1080/26892618.2025.2521318","title":"Urban Mental Health Promotion for Marginalized Communities: A Qualitative Study on Age-Friendly, Healthy, and Sustainable Cities","year":2025,"lang":"en","type":"article","venue":"Journal of Aging and Environment","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Promotion (chess); Mental health; Health promotion; Qualitative research; Environmental health; Economic growth; Socioeconomics; Geography; Sociology; Psychology; Political science; Medicine; Social science; Health care; Psychiatry; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003176391,0.00008818619,0.000270985,0.0001128931,0.001302199,0.00008094302,0.00007245303,0.00002643614,0.00001166366],"category_scores_gemma":[0.00003404176,0.00007551655,0.00003766389,0.00004530731,0.0001707727,0.0001250652,0.00004262803,0.0001398172,1.610548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345272,"about_ca_system_score_gemma":0.0001618857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513261,"about_ca_topic_score_gemma":0.0002975281,"domain_scores_codex":[0.9983614,0.0006444576,0.0003381444,0.00008203112,0.000230035,0.0003439143],"domain_scores_gemma":[0.9992712,0.0002964553,0.0002054785,0.00006470268,0.00002033956,0.0001418144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002101215,0.0005337634,0.0155638,0.0005220248,0.00007489889,0.000005723727,0.9472948,0.000005973568,3.256349e-7,0.02247884,0.01052521,0.002784527],"study_design_scores_gemma":[0.001285427,0.001673847,0.0111747,0.0001782187,0.00001350978,0.000001146787,0.8985246,0.000006147688,7.062044e-7,0.001556232,0.08552433,0.00006107753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214628,0.002169547,0.0004096187,0.07437938,0.000177715,0.0008298326,0.000009724717,0.00000850859,0.0005528295],"genre_scores_gemma":[0.9920982,0.003021953,0.0003226256,0.001469478,0.00006275452,0.00002134142,0.000002330456,0.000005634773,0.002995747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07499912,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0472338367264121,"score_gpt":0.3954311527846501,"score_spread":0.348197316058238,"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."}}