{"id":"W3147231383","doi":"10.1080/19419899.2021.1913443","title":"Mental health issues and needs of LGBTQ+ asylum seekers, refugee claimants and refugees in Toronto, Canada","year":2021,"lang":"en","type":"article","venue":"Psychology and Sexuality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Mental health; Human rights; Population; Persecution; Lesbian; Political science; Gender studies; Criminology; Psychology; Sociology; Psychiatry; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281085,0.0001856576,0.0004845623,0.00006871,0.0001709538,0.00001535771,0.00009568434,0.0002145741,0.0002995447],"category_scores_gemma":[0.00003827729,0.0001924594,0.00001826315,0.0001401599,0.000270143,0.0001046608,0.00007937021,0.0002495375,0.000002225728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123121,"about_ca_system_score_gemma":0.0002541176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7860001,"about_ca_topic_score_gemma":0.8741329,"domain_scores_codex":[0.9977391,0.0007241793,0.0005285248,0.0004291142,0.0001249381,0.0004541885],"domain_scores_gemma":[0.9991035,0.0000920256,0.0001603644,0.0003785581,0.00003999812,0.000225478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002236391,0.0003390948,0.8919162,0.0006350491,0.00009037919,0.00003231577,0.007709698,2.456641e-8,0.000128544,0.008866802,0.07101402,0.01904425],"study_design_scores_gemma":[0.001348129,0.0002010116,0.9347813,0.00001529131,0.00001288462,0.0001378025,0.002647652,0.000001059406,0.000005267424,0.001138555,0.05954703,0.0001640422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250047,0.0451468,0.000002479354,0.01889899,0.0009723573,0.0001732226,0.0001489907,0.00001548936,0.00963693],"genre_scores_gemma":[0.9801806,0.007138045,0.0001078209,0.006477953,0.0001700009,0.00001091572,0.00005527383,0.00001711915,0.0058423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08813272,"threshold_uncertainty_score":0.7848265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713259622979849,"score_gpt":0.4233276308665195,"score_spread":0.396195034636721,"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."}}