{"id":"W7039572204","doi":"","title":"Mental Health and Wellbeing Among International Students in Canada","year":2025,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Loneliness; Social isolation; Feeling; Anxiety; Affect (linguistics); Multiculturalism; International education; Cultural competence; Cultural diversity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008633956,0.0003640818,0.0004650299,0.001316351,0.0117118,0.003516681,0.001107608,0.0004922121,0.004286806],"category_scores_gemma":[0.001764755,0.0002473048,0.000490242,0.00306654,0.002068614,0.0006390638,0.003402768,0.002181491,0.0002675499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04918531,"about_ca_system_score_gemma":0.1075668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941559,"about_ca_topic_score_gemma":0.9977482,"domain_scores_codex":[0.998714,0.00006877183,0.00003113079,0.00009077926,0.0003791451,0.000716278],"domain_scores_gemma":[0.9975206,0.00006462268,0.0001662503,0.00003039684,0.0007281994,0.001489818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129479,0.0003506638,0.8190106,0.0003630452,0.00007744569,0.001001824,0.09052894,0.0001615129,0.0008108483,0.002204341,0.02392258,0.06143875],"study_design_scores_gemma":[0.00001459145,0.0001153176,0.7447202,0.0005010595,0.00005171308,0.0003374255,0.2270736,0.0002346619,0.0001918865,0.0002697088,0.02639367,0.00009614517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978898,0.001373537,0.0001172163,0.003936158,0.0001280323,0.0001252887,0.001514525,0.00001547877,0.01389178],"genre_scores_gemma":[0.993233,0.00141544,0.0001932911,0.001228918,0.00001892791,0.00004011577,0.0005917415,0.00001167088,0.003266902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04918531,"threshold_uncertainty_score":0.3568661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007644058531762997,"score_gpt":0.3006594293313876,"score_spread":0.2930153707996246,"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."}}