{"id":"W4234139304","doi":"10.32920/ryerson.14657181","title":"Understanding barriers to accessing mental health services for newcomers to Canada using Peterborough, Ontario, as an illustrative example","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Memorial University of Newfoundland","funders":"","keywords":"Mental health; Developing country; Immigration; Quality (philosophy); Language barrier; Medicine; Business; Economic growth; Public relations; Psychology; Nursing; Psychiatry; Political 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":[0.000763802,0.0004329298,0.0003761105,0.002451428,0.01145483,0.003019607,0.001056314,0.0006386793,0.004434774],"category_scores_gemma":[0.002518569,0.0002415612,0.0005398634,0.0068533,0.002012812,0.001139518,0.002088161,0.0009337229,0.0002437601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1040967,"about_ca_system_score_gemma":0.147038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989164,"about_ca_topic_score_gemma":0.9996384,"domain_scores_codex":[0.9992394,0.00008921437,0.00002465307,0.0000456923,0.0001910971,0.000409982],"domain_scores_gemma":[0.9979851,0.0004171577,0.0002343576,0.00004294376,0.000777101,0.0005432512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002144724,0.000322651,0.5015386,0.001534147,0.00008147454,0.003676682,0.3093605,0.002120533,0.001171368,0.0284517,0.05347046,0.09805734],"study_design_scores_gemma":[0.0000335769,0.00007306079,0.5183623,0.000848198,0.00007790508,0.000347572,0.4081534,0.001281045,0.000238582,0.00110936,0.06939506,0.00007981311],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263314,0.004065353,0.0009329303,0.01292458,0.00006289612,0.0004293852,0.004048061,0.00003381421,0.05117151],"genre_scores_gemma":[0.9744993,0.007186181,0.002384181,0.001122071,0.00001969736,0.0002285954,0.001394551,0.0000247171,0.01314062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040967,"threshold_uncertainty_score":0.7552778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.184637424580485,"score_gpt":0.4025956880620123,"score_spread":0.2179582634815274,"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."}}