{"id":"W4414006145","doi":"10.1016/j.ssmqr.2025.100631","title":"Re-making selves and social worlds: Experiences of live-in substance use treatment among adolescents experiencing social structural marginalization in Vancouver","year":2025,"lang":"en","type":"article","venue":"SSM - Qualitative Research in Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; Ontario Centre of Excellence for Child and Youth Mental Health; Canadian Mental Health Association; Innovation Cluster (Canada); Université de Montréal; BC Children's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse; National Institutes of Health; Sick Kids Foundation; Canadian Institutes of Health Research; Hospital for Sick Children; Vancouver Foundation","keywords":"Substance use; Social worlds; Psychology; Social psychology; Sociology; Developmental psychology; Clinical psychology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275715,0.0006661221,0.0009031615,0.0009291786,0.02098383,0.007324512,0.00223896,0.001437802,0.001852185],"category_scores_gemma":[0.003918514,0.000715577,0.0004245261,0.001086322,0.01170112,0.001685648,0.008223204,0.005643022,0.0001859073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402717,"about_ca_system_score_gemma":0.01074046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3778598,"about_ca_topic_score_gemma":0.674476,"domain_scores_codex":[0.9967813,0.001610174,0.00008530728,0.0001792656,0.0004744528,0.0008694349],"domain_scores_gemma":[0.9971692,0.0007340539,0.0002415001,0.00007182641,0.000310166,0.001473295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002680208,0.00005705237,0.007921727,0.00004248397,0.000008644355,0.0009110702,0.9866505,0.00002830542,0.0002786471,0.000750024,0.0004121112,0.002912709],"study_design_scores_gemma":[0.000002354533,0.00002462415,0.004846414,0.00004331675,0.000006028684,0.000206125,0.9905136,0.00003149759,0.00006169035,0.00009466735,0.004158332,0.00001142237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957189,0.0003391546,0.0001192441,0.0007756496,0.00003016706,0.00002881514,0.00002690055,0.000007435726,0.002953878],"genre_scores_gemma":[0.9975525,0.0004590559,0.0001493071,0.0002408777,0.000007404506,0.00002717887,0.00003034151,0.00001397685,0.001519462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6221402,"threshold_uncertainty_score":0.7513208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5190323921042662,"score_gpt":0.6265478248987689,"score_spread":0.1075154327945027,"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."}}