{"id":"W4220719594","doi":"10.18192/uojm.v11i2.6065","title":"Study Protocol: Racial Discrimination, Cultural Processes and Wellbeing Among Asian University Students","year":2022,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Acculturation; Mental health; Racism; Xenophobia; Immigration; Coping (psychology); Psychology; Model minority; Ethnic group; Population; Stressor; Residence; Pandemic; Social psychology; Gerontology; Medicine; Clinical psychology; Asian americans; Gender studies; Geography; Political science; Coronavirus disease 2019 (COVID-19); Sociology; Demography; Psychiatry; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.03220373,0.002721545,0.003728821,0.003758496,0.006288155,0.004026261,0.004000945,0.004098014,0.1064281],"category_scores_gemma":[0.02705554,0.003631812,0.002460275,0.002871356,0.002294063,0.004444276,0.003300124,0.006273145,0.03087278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005281359,"about_ca_system_score_gemma":0.03000134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006038228,"about_ca_topic_score_gemma":0.01208831,"domain_scores_codex":[0.9902629,0.004039724,0.002282873,0.001069723,0.001134318,0.001210523],"domain_scores_gemma":[0.9783056,0.003307922,0.003285581,0.002761939,0.009169283,0.003169615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08010326,0.05635019,0.05690585,0.05481675,0.0007912242,0.002577453,0.01959073,0.003164373,0.005245622,0.01769216,0.4609923,0.24177],"study_design_scores_gemma":[0.07143683,0.02930983,0.161702,0.02975599,0.0004889066,0.0007623243,0.02225539,0.005658143,0.004303283,0.01260935,0.6608889,0.0008290824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00469742,0.0001254478,0.001082085,0.0004966598,0.0002838391,0.9859272,0.004899739,0.00007794528,0.002409699],"genre_scores_gemma":[0.001687765,0.0000964788,0.001197884,0.0002981254,0.00002910479,0.9951681,0.0006040922,0.000005407206,0.0009130916],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9939618,"threshold_uncertainty_score":0.3560373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163836846379343,"score_gpt":0.3658594112153667,"score_spread":0.3442210427515733,"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."}}