{"id":"W4414088417","doi":"10.56508/mhgcj.v8i1.308","title":"Suicidality among Immigrants: A Qualitative Profile of Studies on Experiences of Immigrants in Canada, United Kingdom and United States of America","year":2025,"lang":"en","type":"article","venue":"Mental Health Global Challenges Journal","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Immigration; Mental health; Thematic analysis; Suicide prevention; Kingdom; Suicidal ideation; Poison control","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":[0.004672501,0.0003837115,0.001044447,0.003764021,0.008482139,0.003401125,0.0009076729,0.0008798426,0.001310852],"category_scores_gemma":[0.008168378,0.0003047341,0.0005504065,0.005796046,0.003306256,0.001321738,0.003238067,0.0008411446,0.00008556914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01895023,"about_ca_system_score_gemma":0.0354895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6596076,"about_ca_topic_score_gemma":0.8335431,"domain_scores_codex":[0.9982482,0.0007062243,0.0002035241,0.0001171935,0.0003248416,0.0004000154],"domain_scores_gemma":[0.9941564,0.002509546,0.0008390838,0.00008754032,0.001679694,0.0007278131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005748613,0.00002264749,0.03277265,0.001365344,0.00002449733,0.00146412,0.9569668,0.00001760487,0.0003921228,0.0002426376,0.0007807164,0.005893373],"study_design_scores_gemma":[0.000001806904,0.00002487526,0.01774827,0.0009538737,0.00001362203,0.0002119699,0.9779408,0.00001042711,0.00005289731,0.00002695252,0.003003085,0.00001135469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9874644,0.008428861,0.0001109658,0.001113151,0.00003463252,0.0001743117,0.0004811858,0.000004952043,0.00218765],"genre_scores_gemma":[0.9870273,0.009809081,0.0002892622,0.000917096,0.00001252256,0.000271717,0.0003435958,0.000008436868,0.001321016],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3403924,"threshold_uncertainty_score":0.6847941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09589594992469071,"score_gpt":0.4338984483863866,"score_spread":0.3380024984616959,"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."}}