{"id":"W4406334083","doi":"10.9734/jsrr/2025/v31i12752","title":"Healthcare Service Needs for Refugees, Asylum Seekers and Residents with Precarious Immigration Status in Canada: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of Scientific Research and Reports","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services","funders":"","keywords":"Refugee; Immigration; Health care; Population; Political science; Economic growth; Medicine; Environmental health; Geography; Law","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":[0.0134394,0.00138875,0.004671905,0.02337032,0.00380946,0.006784542,0.002614322,0.002794023,0.002242312],"category_scores_gemma":[0.05635659,0.001142598,0.005528062,0.0322978,0.001900715,0.002319822,0.002831698,0.001941132,0.0002065731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04715225,"about_ca_system_score_gemma":0.1897387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8081106,"about_ca_topic_score_gemma":0.913706,"domain_scores_codex":[0.9911188,0.001877828,0.002586829,0.0006055234,0.003035187,0.0007758557],"domain_scores_gemma":[0.9596405,0.01854552,0.005702814,0.0003953897,0.01455579,0.001159947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001995255,0.00004001145,0.009100848,0.8360732,0.004261022,0.0003526349,0.003424251,0.0004129301,0.0001888684,0.001149581,0.01275447,0.1320426],"study_design_scores_gemma":[0.00004011563,0.00005328841,0.01495486,0.9368513,0.009083378,0.0002839612,0.003145609,0.0001304997,0.00009611243,0.0002767799,0.03502278,0.00006125899],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001671384,0.9951449,0.00008465036,0.0009944421,0.0001252388,0.0002898414,0.0009208325,0.000005637432,0.0007631411],"genre_scores_gemma":[0.01472852,0.983281,0.0004354289,0.0005168376,0.00004614622,0.0003664109,0.0004912341,0.00000384043,0.0001306263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1918894,"threshold_uncertainty_score":0.3860389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07821543974036163,"score_gpt":0.4575721257279012,"score_spread":0.3793566859875396,"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."}}