{"id":"W4409266329","doi":"10.3390/children12040468","title":"Understanding Disparities: Mental Health and Neurodevelopmental Challenges, Supports and Barriers for Immigrant Families in Canada","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba","funders":"","keywords":"Immigration; Mental health; Health equity; Psychology; Developmental psychology; Medicine; Psychiatry; Political science; Nursing; Public health","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":[0.001205042,0.000311477,0.0003800187,0.001374126,0.01040738,0.002490161,0.001212179,0.0007255995,0.003501495],"category_scores_gemma":[0.002925937,0.0002091519,0.0005396306,0.002424184,0.00166488,0.001200661,0.002845966,0.001580005,0.0001564807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04479043,"about_ca_system_score_gemma":0.0976579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994206,"about_ca_topic_score_gemma":0.9967572,"domain_scores_codex":[0.9986737,0.0001122967,0.00004252907,0.0001051716,0.0002732807,0.0007931421],"domain_scores_gemma":[0.99839,0.0001449067,0.000249044,0.00002712144,0.0004772736,0.0007117232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008376972,0.0001215651,0.8730943,0.0003581263,0.0000799049,0.0009367933,0.0553039,0.0001941253,0.0003088879,0.003113413,0.01102527,0.05537996],"study_design_scores_gemma":[0.00001362995,0.00005225311,0.7622299,0.001347683,0.00007884997,0.0003869401,0.2194855,0.0003996745,0.0001523024,0.0008121422,0.01498224,0.00005887797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726911,0.005294664,0.0001249834,0.01077966,0.00009399499,0.00005613324,0.001084609,0.00001179151,0.009862953],"genre_scores_gemma":[0.9938056,0.003353502,0.0002424932,0.001169448,0.00001283906,0.000031047,0.0003193909,0.000006301353,0.001059369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04479043,"threshold_uncertainty_score":0.3249788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779440309229736,"score_gpt":0.2757252503275661,"score_spread":0.2479308472352688,"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."}}