{"id":"W4414542615","doi":"10.1177/07067437251372189","title":"Outpatient Care Before and After Mental Health Hospitalization for Adolescents From Immigrant, Refugee and Non-immigrant Backgrounds in British Columbia: A Retrospective Cohort Study: Soins en consultation externe avant et après une hospitalisation en santé mentale pour les adolescents, issus ou non de l’immigration ou réfugiés, en Colombie-Britannique: Une étude de cohorte rétrospective","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Providence Health Care Research Institute; Learning Partnership; University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Mental health; Refugee; Retrospective cohort study; Cohort; Mental health care; Ambulatory care; Cohort study; Outpatient clinic","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007008053,0.0004403529,0.0004300938,0.001181898,0.002066773,0.00164892,0.000970006,0.0005469178,0.001073612],"category_scores_gemma":[0.0014901,0.0007546261,0.0006303531,0.002603981,0.0007077121,0.0005139406,0.001228201,0.001048253,0.0003088585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004520882,"about_ca_system_score_gemma":0.004791814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7915791,"about_ca_topic_score_gemma":0.8882774,"domain_scores_codex":[0.9991637,0.0001014689,0.00008786629,0.0001956413,0.0001973831,0.0002539183],"domain_scores_gemma":[0.9985176,0.00009114697,0.0004631333,0.0001307624,0.000409346,0.0003880214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003858369,0.00003194944,0.9981923,0.00001783257,0.00004240819,0.00008752573,0.0006649193,0.0000102785,0.00009442404,0.0000105174,0.0001623949,0.0006468769],"study_design_scores_gemma":[0.000005158967,0.00003034205,0.997611,0.00003499406,0.00002167367,0.0001086119,0.001860337,0.00003706289,0.00002252777,0.000004832412,0.0002585191,0.00000487226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985272,0.0002278634,0.00003598713,0.00003662399,0.000005212618,0.0000406997,0.0008762146,0.000001699376,0.000248505],"genre_scores_gemma":[0.9976857,0.000435624,0.000106993,0.00009259937,0.000006707115,0.0000669829,0.001175971,0.000003485078,0.0004259998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084209,"threshold_uncertainty_score":0.4192966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004860530219577366,"score_gpt":0.2755777118060668,"score_spread":0.2707171815864894,"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."}}