{"id":"W4415647490","doi":"10.31234/osf.io/pej9v_v1","title":"Intersecting Identities and Campus Well-Being: Mental Health, Substance Use, and Service Barriers Among Racial/Ethnic and Sexual/Gender Minoritized Students at a Canadian University","year":2025,"lang":"","type":"article","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Substance use; Ethnic group; Stressor; Mental health service; Service provider; Service (business)","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":[0.001592081,0.0003001873,0.00045926,0.001080168,0.01073231,0.003757534,0.001313804,0.0005091703,0.003000324],"category_scores_gemma":[0.004658529,0.0002777912,0.000425225,0.001168755,0.002952428,0.001031246,0.004399812,0.00159396,0.0001620073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558592,"about_ca_system_score_gemma":0.03893628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8860387,"about_ca_topic_score_gemma":0.9588459,"domain_scores_codex":[0.9983246,0.0002701008,0.00005820143,0.0001321631,0.0004710939,0.000743963],"domain_scores_gemma":[0.9966944,0.0002519496,0.000645465,0.0001009457,0.0004325155,0.001874612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006365949,0.0002581718,0.944742,0.00003057569,0.00003100593,0.0001157232,0.0385566,0.0000548063,0.0003307247,0.0007550068,0.0006905313,0.01437127],"study_design_scores_gemma":[0.000005052231,0.00006715161,0.8055483,0.00008714904,0.00002338272,0.00008885807,0.1915411,0.0002614742,0.0001650157,0.000275516,0.001908558,0.00002843267],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981275,0.00008440016,0.00003198273,0.0003912406,0.000005965979,0.0000140263,0.00004011174,0.000001664229,0.001303099],"genre_scores_gemma":[0.9993737,0.00009249229,0.00006441619,0.00008301564,0.000002081037,0.00000566464,0.00003614562,0.000001383666,0.0003411621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1139613,"threshold_uncertainty_score":0.2292649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534962395963733,"score_gpt":0.3248004864782937,"score_spread":0.2994508625186564,"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."}}