{"id":"W4225105023","doi":"10.1145/3491102.3517710","title":"Exploring Design Opportunities for Supporting Mental Wellbeing Among East Asian University Students in Canada","year":2022,"lang":"en","type":"article","venue":"CHI Conference on Human Factors in Computing Systems","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Empowerment; Usability; Mental health literacy; Psychology; Stigma (botany); Literacy; Public relations; Medical education; Pedagogy; Political science; Mental illness; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003233911,0.0006366167,0.0002753668,0.001049585,0.009591557,0.006126897,0.001353841,0.0009635799,0.003530031],"category_scores_gemma":[0.004840019,0.0003312878,0.0006066565,0.001131503,0.003529182,0.001311677,0.005469493,0.001061462,0.0004399752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107575,"about_ca_system_score_gemma":0.03392505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.44819,"about_ca_topic_score_gemma":0.7598489,"domain_scores_codex":[0.9976546,0.001024643,0.00007967478,0.0001174396,0.0003919516,0.0007316101],"domain_scores_gemma":[0.9958021,0.001075814,0.0002294088,0.0002097494,0.0007234102,0.001959467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004953127,0.001403442,0.04861248,0.0008824205,0.00006584856,0.002234219,0.6835228,0.0008923723,0.01173288,0.01001193,0.01424113,0.2259052],"study_design_scores_gemma":[0.0001454583,0.001010445,0.06232748,0.000873482,0.0002606236,0.0009901298,0.6627988,0.003042886,0.006277221,0.003932011,0.2580991,0.0002424586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527197,0.0008209514,0.007846168,0.004707041,0.00009883841,0.0004996526,0.0001060048,0.000338119,0.03286351],"genre_scores_gemma":[0.9666726,0.001059598,0.01686048,0.0007086887,0.00001131389,0.000282455,0.00008201163,0.00006229603,0.01426049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.55181,"threshold_uncertainty_score":0.8911625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4176167253801613,"score_gpt":0.3845626338604859,"score_spread":0.03305409151967531,"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."}}