{"id":"W4417103765","doi":"10.1093/eurpub/ckaf180.337","title":"591 Comparative settlement outcomes among refugee categories in Ontario: a showcase by polycultural immigrant and community services","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services","funders":"","keywords":"Refugee; Settlement (finance); Immigration; Service (business); Mental health; Comprehensive Plan of Action","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":[0.001027168,0.0003096788,0.0004673127,0.001412403,0.009468932,0.002060622,0.001015226,0.0005439247,0.005713444],"category_scores_gemma":[0.001945451,0.0003606053,0.0006509909,0.003338193,0.002100697,0.0009797277,0.004273133,0.001027712,0.0004474852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04760634,"about_ca_system_score_gemma":0.04048278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833709,"about_ca_topic_score_gemma":0.9960667,"domain_scores_codex":[0.9987834,0.0001434315,0.00003830603,0.00006739852,0.0002114602,0.0007559763],"domain_scores_gemma":[0.9985225,0.0001066921,0.0002417831,0.00006493432,0.0004817125,0.0005824243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005064394,0.0003696011,0.694066,0.0003686741,0.00008605895,0.002363015,0.2476149,0.0001686972,0.0009932374,0.002039015,0.01264684,0.03877751],"study_design_scores_gemma":[0.00002585888,0.0001066819,0.7365941,0.0002756655,0.00002222583,0.0002439428,0.2536493,0.0001300917,0.00007593001,0.0001941122,0.008648058,0.00003405831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898,0.000538972,0.00006978584,0.001026475,0.00002151888,0.0001109986,0.001179438,0.000005889475,0.007247088],"genre_scores_gemma":[0.994066,0.0007180409,0.0001821892,0.00021687,0.000007238154,0.00009759849,0.0007958994,0.000009770702,0.00390647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04760634,"threshold_uncertainty_score":0.3454098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06631189148577779,"score_gpt":0.3573623748786201,"score_spread":0.2910504833928423,"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."}}