{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701849,0.0002157968,0.0003422792,0.0003047257,0.0005487296,0.00003777821,0.0002680975,0.00007566184,0.0001149773],"category_scores_gemma":[0.0001566228,0.0002052673,0.00006300463,0.0005008966,0.0003071328,0.0001367754,0.0001652532,0.0004581329,0.000002914805],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830761,"about_ca_system_score_gemma":0.01043943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3247801,"about_ca_topic_score_gemma":0.1610723,"domain_scores_codex":[0.9973992,0.0001128667,0.0006200156,0.0004617082,0.001028644,0.0003775399],"domain_scores_gemma":[0.9990426,0.00005732188,0.0001027691,0.0002446827,0.0001474538,0.0004051356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504176,0.0002438323,0.9747376,0.0001574777,0.0001490749,0.0001666255,0.0007122141,0.0001112809,0.0005381576,0.0009837885,0.02085473,0.001094773],"study_design_scores_gemma":[0.002570082,0.00009924419,0.7829709,0.0009130456,0.00001621887,0.0001876496,0.008381225,0.001242849,0.0003052468,0.00001946873,0.2030811,0.0002129604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551547,0.001020447,0.0000541997,0.008935457,0.003866264,0.0006651959,0.00001219215,0.00003486625,0.03025672],"genre_scores_gemma":[0.9684931,0.0001702317,0.0001780803,0.001586105,0.0003014927,0.00006059234,0.00004936456,0.00001580297,0.02914522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917667,"threshold_uncertainty_score":0.9951705,"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."}}