{"id":"W2049155995","doi":"10.1080/13607863.2013.814104","title":"Mental health help-seeking attitudes, utilization, and intentions among older Chinese immigrants in Canada","year":2013,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Mandarin Chinese; Immigration; Psychology; China; Social support; Chinese people; Help-seeking; Descriptive statistics; Gerontology; Chinese culture; Medicine; Social psychology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003712878,0.0003004613,0.0004221081,0.0001902058,0.0007737037,0.00005759245,0.0001720539,0.00004764854,0.0007407921],"category_scores_gemma":[0.000004176681,0.000276099,0.00003928548,0.0003778343,0.00006781926,0.0003495144,0.00009968857,0.0002466117,0.00003998989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952751,"about_ca_system_score_gemma":0.0004516302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98006,"about_ca_topic_score_gemma":0.9744474,"domain_scores_codex":[0.9971583,0.000242959,0.0007531095,0.0005543588,0.00036624,0.0009249923],"domain_scores_gemma":[0.9988974,0.00004470594,0.0002877295,0.0002621058,0.00002624037,0.0004818267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001195138,0.0002653014,0.9293006,0.0001884793,0.00002633048,0.000005383226,0.005196012,4.225951e-7,0.000005849242,0.00008872044,0.009584636,0.05532631],"study_design_scores_gemma":[0.001726461,0.0001007402,0.9911702,0.0004715693,0.000002438618,0.00002492655,0.005482766,0.0002519757,0.000003735226,0.0000370508,0.000532895,0.0001952354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808962,0.00570175,0.00002113594,0.009459327,0.001290574,0.002012297,0.00008586027,0.00005614206,0.0004767526],"genre_scores_gemma":[0.9924896,0.0007040066,0.0001052438,0.005357913,0.00006001864,0.000181253,0.0004419373,0.00003849437,0.0006214866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0618696,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601192955540827,"score_gpt":0.3643710731390518,"score_spread":0.3383591435836436,"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."}}