{"id":"W4415644370","doi":"10.1108/ijmhsc-01-2025-0001","title":"Collaborative approaches to crisis intervention: enhancing mental health support for newcomers","year":2025,"lang":"en","type":"article","venue":"International Journal of Migration Health and Social Care","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Crisis intervention; Intervention (counseling); Settlement (finance); Bridge (graph theory); Immigration; Narrative; 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":[0.006288045,0.0004466489,0.0004153182,0.001037405,0.008376586,0.005100585,0.002232007,0.001339349,0.007295512],"category_scores_gemma":[0.01237424,0.0002124887,0.0006939618,0.0008133085,0.004122457,0.00340799,0.01190791,0.002255888,0.0004249928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007703545,"about_ca_system_score_gemma":0.03412272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04320184,"about_ca_topic_score_gemma":0.1660769,"domain_scores_codex":[0.9942504,0.003953557,0.0001502489,0.0003380876,0.0005299147,0.0007777491],"domain_scores_gemma":[0.9941063,0.001744874,0.0005639868,0.0004156197,0.0009412061,0.002228037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002530667,0.001423361,0.02250456,0.006042226,0.0002713557,0.00224432,0.392256,0.0006913886,0.001129471,0.03624307,0.03550206,0.5014392],"study_design_scores_gemma":[0.0003651883,0.00102081,0.02823734,0.007650084,0.0003439957,0.001478083,0.5988008,0.001073917,0.00105488,0.02086786,0.3390032,0.0001037619],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6377476,0.03419847,0.02852084,0.09706607,0.003197656,0.003290978,0.0003269061,0.0003415046,0.1953099],"genre_scores_gemma":[0.9505166,0.01310805,0.0191626,0.00593972,0.0002723653,0.001247479,0.0001163608,0.00005024921,0.009586583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04320184,"threshold_uncertainty_score":0.08590072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06965611958111227,"score_gpt":0.4188371387348264,"score_spread":0.3491810191537141,"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."}}