{"id":"W4392348458","doi":"10.1007/s10597-024-01235-0","title":"“I Think Peer Support Helps to Demystify People Who Have Mental Health Issues and Helps to Remove That Stigma”: Exploring the Defining Characteristics and Related Challenges of Youth Peer Support Through Participatory Research","year":2024,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Carleton University; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Peer support; Thematic analysis; Mental health; Psychology; Social support; Stigma (botany); Burnout; Citizen journalism; Applied psychology; Qualitative research; Social psychology; Clinical psychology; Psychiatry; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02756039,0.0004679659,0.001019963,0.0004258881,0.009426497,0.0001287291,0.0005927348,0.0002011965,0.0002528456],"category_scores_gemma":[0.0003010317,0.0003719764,0.0001020536,0.0004120775,0.0002531149,0.0005382596,0.00133228,0.005079063,0.0001157841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536278,"about_ca_system_score_gemma":0.001606816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005213448,"about_ca_topic_score_gemma":0.003559614,"domain_scores_codex":[0.9858942,0.007278925,0.002135279,0.0004975128,0.002158322,0.002035742],"domain_scores_gemma":[0.9949628,0.001295955,0.0005946771,0.0007467284,0.0004818961,0.001917981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004624896,0.000287943,0.026513,0.004861711,0.00008267917,0.00001167796,0.9257758,9.532613e-7,0.00001302666,0.001189251,0.02708742,0.01371403],"study_design_scores_gemma":[0.001350502,0.005188319,0.08529288,0.01118402,0.00003233697,0.0001460638,0.8545439,0.0001023906,0.00007217329,0.0007085262,0.04096301,0.0004158334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820237,0.009463636,0.00001763271,0.1009195,0.002545309,0.002917164,0.0009984679,0.00007863942,0.001036023],"genre_scores_gemma":[0.9678575,0.02173926,0.0005474142,0.007266837,0.0002646108,0.0001554644,0.0005567063,0.0000995174,0.001512631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09365261,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6748257243363354,"score_gpt":0.5312609492111245,"score_spread":0.1435647751252108,"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."}}