{"id":"W2094216422","doi":"10.1007/s10823-007-9051-5","title":"Predictors of Depression in Aging South Asian Canadians","year":2007,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Gerontology","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Health Canada","keywords":"Depression (economics); Psychological intervention; Geriatric Depression Scale; Mental health; Gerontology; Scale (ratio); Population; South asia; Multilevel model; Demography; Psychology; Medicine; Geography; Psychiatry; Environmental health; Depressive symptoms; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.0009855839,0.00007316615,0.0002034454,0.0001285351,0.0001641277,0.00005341822,0.0002140954,0.0001287472,0.0000406465],"category_scores_gemma":[0.0003059297,0.00005749067,0.00009919856,0.0001241495,0.0002969277,0.000382332,0.00001650819,0.0001957367,6.423369e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517792,"about_ca_system_score_gemma":0.0002127163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006581487,"about_ca_topic_score_gemma":0.1721592,"domain_scores_codex":[0.998768,0.00007519349,0.0004952327,0.00008637308,0.0002810022,0.000294243],"domain_scores_gemma":[0.9989005,0.00005858508,0.0003593022,0.00005115853,0.0005091667,0.000121298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004923099,0.00001974005,0.9491119,0.000006193029,0.00002586838,0.00006700605,0.04082281,0.0002791381,0.002739764,0.00482877,0.0002021024,0.001847476],"study_design_scores_gemma":[0.0005723904,0.00009170017,0.9572443,0.00008939651,0.00001600436,0.00005268992,0.03559628,0.00008179391,0.0003957514,0.0003653605,0.005350462,0.0001439163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838343,0.0002438036,0.000241747,0.0003947373,0.001098742,0.00004365398,0.000003756016,0.000003593213,0.01413569],"genre_scores_gemma":[0.9987924,0.00001722721,0.000211059,0.00008054169,0.0004210498,3.876795e-7,0.000001415941,0.000004381744,0.0004715626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655777,"threshold_uncertainty_score":0.9949284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945573442374128,"score_gpt":0.3524935156992641,"score_spread":0.3330377812755228,"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."}}