{"id":"W1913001978","doi":"10.7870/cjcmh-2005-0012","title":"Older Immigrants: Language Competencies and Mental Health","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Alberta","keywords":"Mental health; Immigration; English as a second language; Psychology; Promotion (chess); Gerontology; Medical education; Nursing; Medicine; Pedagogy; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006281392,0.0001570622,0.0001400655,0.0005252693,0.002764117,0.001510096,0.0002201512,0.0005433298,0.002239135],"category_scores_gemma":[0.002424913,0.00008539388,0.0001144095,0.0002748191,0.001821692,0.000998773,0.002201733,0.001013507,0.0001273084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261677,"about_ca_system_score_gemma":0.002036363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03379739,"about_ca_topic_score_gemma":0.07232101,"domain_scores_codex":[0.9996924,0.0001185462,0.00001386155,0.00001262847,0.00004313471,0.0001194645],"domain_scores_gemma":[0.9993905,0.0001172093,0.0001452618,0.000009713911,0.000083782,0.0002536218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008345651,0.0004713335,0.3639278,0.0001584092,0.00003013338,0.004822714,0.5450471,0.00007829985,0.0008200384,0.006755102,0.00986922,0.06793643],"study_design_scores_gemma":[0.00001258406,0.0001522725,0.1944148,0.0002350469,0.00001597042,0.002385846,0.7881837,0.00009756075,0.0001295894,0.001628654,0.0127212,0.0000227383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837033,0.001208099,0.0000374023,0.00640273,0.0000435673,0.000009132533,0.00001718557,0.000002271347,0.008576338],"genre_scores_gemma":[0.9970196,0.001080981,0.00005159216,0.0007928558,0.00001788816,0.000006914366,0.00001139161,0.000001069792,0.00101762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03379739,"threshold_uncertainty_score":0.06720132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612538824306475,"score_gpt":0.3412139669637826,"score_spread":0.3150885787207178,"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."}}