{"id":"W4415460744","doi":"10.1111/inm.70158","title":"Lived Experience and Clinician Perspectives on the Priorities and Challenges of Integrating Peer Support in Acute Psychiatric Services for People With <scp>BPD</scp>","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Positive Living Society of British Columbia; University of Calgary; University of Victoria","funders":"Michael Smith Health Research BC; McKnight Foundation","keywords":"Peer support; Mental health; Thematic analysis; Feeling; Social support; Lived experience; Qualitative research; Borderline personality disorder; Staffing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0109975,0.0003776837,0.000488785,0.0007735861,0.006597387,0.00613473,0.001046848,0.001985333,0.00215433],"category_scores_gemma":[0.02359387,0.0004754043,0.0004461839,0.0006285312,0.006700144,0.00431203,0.007930371,0.002861874,0.0003094961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002623386,"about_ca_system_score_gemma":0.003624359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659389,"about_ca_topic_score_gemma":0.007411649,"domain_scores_codex":[0.9854656,0.01144631,0.0005393412,0.0003798136,0.0008113434,0.001357612],"domain_scores_gemma":[0.9843172,0.008466566,0.0017256,0.0003959758,0.001415253,0.003679491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004066208,0.00003778793,0.004986657,0.000120305,0.000007515855,0.0009461202,0.9869986,0.00002737838,0.0004222107,0.0005817149,0.0005843315,0.005246723],"study_design_scores_gemma":[0.000004775817,0.00007949591,0.002237783,0.0001266663,0.000006121396,0.0007538364,0.9919465,0.00004596511,0.00009543567,0.0001775726,0.004510432,0.00001535287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869713,0.001051321,0.0009086808,0.004730145,0.0001346987,0.00006860257,0.00003824587,0.00001859656,0.006078454],"genre_scores_gemma":[0.9974342,0.000564284,0.000426343,0.0007148971,0.00003882244,0.00004832751,0.00001530954,0.000008927619,0.0007488279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109975,"threshold_uncertainty_score":0.05816108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146051325798511,"score_gpt":0.4696220473595562,"score_spread":0.3550169147797052,"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."}}