{"id":"W4406983255","doi":"10.26685/urncst.730","title":"How Does Immigration, in Relation to Gender Differences in Canada, Influence the Accessibility of Mental Health Services for Youth?","year":2025,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Immigration; Psychology; Demographic economics; Relation (database); Political science; Gerontology; Psychiatry; Medicine; Computer science; Economics","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":[0.004420803,0.000342363,0.0009730796,0.002611496,0.006948259,0.00515351,0.001680546,0.0008971124,0.006382131],"category_scores_gemma":[0.01899652,0.0002841826,0.001481258,0.006752857,0.003391935,0.002165024,0.002528362,0.001642278,0.0002119521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04693761,"about_ca_system_score_gemma":0.1313706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853667,"about_ca_topic_score_gemma":0.9914935,"domain_scores_codex":[0.9965217,0.0005552031,0.0002631287,0.0003722213,0.001012483,0.001275276],"domain_scores_gemma":[0.9915195,0.00260453,0.001399432,0.0001395163,0.002903074,0.001433939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004189874,0.0000928903,0.7283928,0.006445651,0.0006652053,0.00214376,0.09516,0.0002597535,0.0002962553,0.01185541,0.01730503,0.1369643],"study_design_scores_gemma":[0.00003240291,0.00006895112,0.7714359,0.01322648,0.0006833848,0.0006341906,0.1716862,0.0002480871,0.0002162245,0.002060647,0.03959276,0.0001148593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.692848,0.1864265,0.000976252,0.05753257,0.00134499,0.0002959687,0.005876696,0.0000467498,0.05465229],"genre_scores_gemma":[0.9493836,0.04301999,0.0005953087,0.003464969,0.0001026646,0.00007654555,0.0006094654,0.00002286818,0.002724649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04693761,"threshold_uncertainty_score":0.3405578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06040836797785796,"score_gpt":0.439122556146451,"score_spread":0.378714188168593,"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."}}