{"id":"W3112079278","doi":"10.47678/cjhe.vi0.188815","title":"Mental Health Status and Help-Seeking Strategies of Canadian International Students","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Brandon University; Université de Montréal; Université Laval; Université du Québec à Montréal; Université de Saint-Boniface","funders":"","keywords":"Mental health; Psychology; Coping (psychology); Scale (ratio); Mental health literacy; Higher education; Medical education; Distress; Clinical psychology; Medicine; Psychiatry; Mental illness; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002376223,0.000058907,0.0001075427,0.0003853251,0.0002252993,0.0001450313,0.0002551843,0.00003525887,0.0004621813],"category_scores_gemma":[0.00003247279,0.00006207672,0.00003265198,0.000167315,0.00007409911,0.0003025624,0.000007364843,0.00009281988,0.000003488844],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555578,"about_ca_system_score_gemma":0.006674174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.716747,"about_ca_topic_score_gemma":0.8504562,"domain_scores_codex":[0.9990851,0.00005883885,0.0002408663,0.00007470093,0.0003258797,0.0002146435],"domain_scores_gemma":[0.9986305,0.00001490385,0.0002130809,0.00002647461,0.0002466627,0.0008683643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002472697,0.00005550595,0.4596035,0.00002733591,0.0001754173,0.00000663123,0.4231389,0.00001647255,0.00005625987,0.05900525,0.05345311,0.004436801],"study_design_scores_gemma":[0.0002339169,0.00007709741,0.1725037,0.00005724614,0.000006771685,0.000001491174,0.1535449,0.000001056158,0.000006389266,0.0005979894,0.6728986,0.00007089701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059134,0.0046199,0.000002464641,0.0748115,0.00303361,0.0001116251,0.0000311539,0.000002880291,0.01147344],"genre_scores_gemma":[0.9966949,0.0009536393,0.00006939022,0.0008778941,0.000766311,6.212175e-7,0.00001235899,0.000005496472,0.0006194212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6194454,"threshold_uncertainty_score":0.998957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210558376712102,"score_gpt":0.3688743120055798,"score_spread":0.3267687282384588,"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."}}