{"id":"W4403534356","doi":"10.1371/journal.pone.0311646","title":"Service-policy gaps in the settlement journey of Arabic-speaking immigrant newcomer and refugee older adults in Edmonton, Canada","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Settlement (finance); Immigration; Refugee; Thematic analysis; Language barrier; Population; Qualitative research; Health literacy; Participatory action research; Literacy; Gerontology; Political science; Medicine; Economic growth; Sociology; Health care; Business; Environmental health; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00192395,0.0003234698,0.0005037582,0.0007591582,0.02126157,0.004514094,0.001452644,0.0009224095,0.003026163],"category_scores_gemma":[0.003322663,0.0003195193,0.0003181233,0.001476362,0.005850316,0.001516517,0.006482146,0.001749262,0.000166549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04271945,"about_ca_system_score_gemma":0.08146226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601199,"about_ca_topic_score_gemma":0.9881356,"domain_scores_codex":[0.9983621,0.0003451482,0.00005209105,0.0001185964,0.0001892557,0.0009328063],"domain_scores_gemma":[0.9979326,0.0003831384,0.0001823697,0.00004919165,0.0004288766,0.001023934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007217166,0.00004388919,0.03303138,0.0001578316,0.0000103718,0.002490641,0.9436969,0.0001146043,0.0004697686,0.002039338,0.002983197,0.01488996],"study_design_scores_gemma":[0.000002029228,0.00001530367,0.01576176,0.0001135996,0.000004518388,0.0001376687,0.9763793,0.00003964457,0.00004134809,0.000104328,0.007388113,0.00001244607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892013,0.001004229,0.0001030166,0.003775433,0.0000345022,0.00005041155,0.0001156133,0.000005698178,0.005709774],"genre_scores_gemma":[0.9949865,0.001021662,0.0002509275,0.0007880957,0.000006271348,0.00003456757,0.00006750763,0.000006194893,0.002838177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04271945,"threshold_uncertainty_score":0.3099528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976667235482639,"score_gpt":0.2971784513911939,"score_spread":0.2674117790363675,"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."}}