{"id":"W6906293559","doi":"10.17605/osf.io/apc6h","title":"Stressors faced by sub-Saharan African Immigrants in Canada: a scoping review","year":2025,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Immigration; Psychological intervention; Health care; Mental health; Vulnerability (computing)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005045131,0.001598825,0.003069991,0.000998721,0.0001446624,0.0001302939,0.003807125,0.0007384886,0.6615705],"category_scores_gemma":[0.005413118,0.00191738,0.0004677864,0.001638544,0.0002488665,0.0001898527,0.002575489,0.001843723,0.7177581],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004418507,"about_ca_system_score_gemma":0.008959965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9366987,"about_ca_topic_score_gemma":0.9794481,"domain_scores_codex":[0.9860288,0.002337813,0.002250029,0.005990105,0.001631648,0.001761631],"domain_scores_gemma":[0.9880643,0.0006333336,0.001710829,0.008767255,0.0001911881,0.0006330496],"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":[0.00008982115,0.0002712348,0.004360166,0.01197167,0.0004723083,0.0001451745,0.0001254019,0.00007980802,0.0007126167,0.00002149032,0.9742275,0.007522775],"study_design_scores_gemma":[0.002280578,0.000001097372,0.002923782,0.2946849,0.0005490566,0.00002204665,0.0001454303,0.00006276351,0.004253819,0.00009572983,0.6919808,0.00299995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008242604,0.002314223,0.0000430299,0.000323675,0.0005350304,0.008896609,0.002066252,0.0005639928,0.9844329],"genre_scores_gemma":[0.002812924,0.03298391,0.0001540896,0.0005325052,0.00007018839,0.001849127,0.0004154168,0.001419095,0.9597628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2827132,"threshold_uncertainty_score":0.9996759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302926137398743,"score_gpt":0.2615071475575638,"score_spread":0.2484778861835764,"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."}}