{"id":"W2164206412","doi":"10.1093/hsw/hls065","title":"Effect of Service Barriers on Health Status of Aging South Asian Immigrants in Calgary, Canada","year":2013,"lang":"en","type":"article","venue":"Health & Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Immigration; Mental health; Gerontology; Service (business); Psychology; Telephone interview; Sociocultural evolution; Medicine; Geography; Business; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842162,0.000164884,0.0007114844,0.00008415312,0.001008,0.00001732139,0.0002081014,0.0001128025,0.000181015],"category_scores_gemma":[0.0002995089,0.0001598407,0.00007143812,0.001094352,0.0001095705,0.0000702598,0.00002845662,0.0003147595,0.000007628704],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426948,"about_ca_system_score_gemma":0.009117461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960634,"about_ca_topic_score_gemma":0.9865511,"domain_scores_codex":[0.9954541,0.001399123,0.0007239607,0.0002325644,0.0006608489,0.001529389],"domain_scores_gemma":[0.9979203,0.000468645,0.0004506524,0.0001437432,0.00008097733,0.0009356798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001133619,0.00004400641,0.6326273,0.003498283,0.0000222389,0.000002945374,0.2015846,0.00001417649,1.717808e-7,0.00363368,0.02287182,0.1355874],"study_design_scores_gemma":[0.00108581,0.000259724,0.9278191,0.0008018523,0.000005087397,7.052351e-8,0.04607355,0.000007141272,0.000006399752,0.0001489432,0.0235562,0.0002360671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373176,0.001062173,0.000003013023,0.1566847,0.0008573334,0.001495225,0.0000554624,0.00003300005,0.002491474],"genre_scores_gemma":[0.9786411,0.0002028742,0.00003511092,0.02079946,0.0001464139,0.00003816968,0.000008187708,0.00001886718,0.0001098202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951919,"threshold_uncertainty_score":0.9964999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239324662500241,"score_gpt":0.3239847652135606,"score_spread":0.3115915185885582,"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."}}