{"id":"W4414391665","doi":"10.3390/youth5030100","title":"“Without Them I Wouldn’t Be Here”: Parenting Practices and Access to Mental Health and Substance Use Care Among Immigrant and Refugee Youth of African Descent in Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Youth","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Nova scotia; Refugee; Mental health; Immigration; Qualitative research; Focus group; Participant observation; Substance use; Health care; African descent","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":[0.0003345257,0.000171041,0.0003194525,0.0001541278,0.0001187373,0.00009506737,0.000110546,0.00008336952,0.00001242346],"category_scores_gemma":[0.0000713847,0.0001553994,0.00001830996,0.0003068422,0.00008904761,0.000261721,0.00006017342,0.0002054089,7.571228e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005727697,"about_ca_system_score_gemma":0.00008757009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03919102,"about_ca_topic_score_gemma":0.151346,"domain_scores_codex":[0.9984376,0.0001803414,0.0004302224,0.0004516301,0.0001387862,0.0003613773],"domain_scores_gemma":[0.9990514,0.00007311165,0.000375313,0.00023332,0.00005533661,0.0002115066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504684,0.00005050484,0.7338266,0.0001744095,0.00001743561,0.000001154348,0.263525,3.345353e-7,0.000007230133,0.0001294977,0.00004279717,0.001974482],"study_design_scores_gemma":[0.001012489,0.00009045187,0.7556238,0.0003025022,0.00002340395,0.000001973242,0.242689,0.000006921812,0.00005272304,0.000007609178,0.00007686102,0.0001121977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949086,0.002949021,0.00002436836,0.0005986528,0.0001906457,0.0007499706,0.0002025137,0.0000204896,0.0003557536],"genre_scores_gemma":[0.9990053,0.0001286541,0.0001939796,0.0005297692,0.00001776122,0.000009564798,0.00005004583,0.00001447359,0.00005045974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112155,"threshold_uncertainty_score":0.9672071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09624516989686288,"score_gpt":0.3817167038635547,"score_spread":0.2854715339666918,"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."}}