{"id":"W4362506412","doi":"10.1111/jan.15667","title":"The experiences of nurses following seclusion or restraint use and immediate staff debriefing in inpatient mental health settings","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Cambrian College","funders":"","keywords":"Debriefing; Seclusion; Thematic analysis; Psychological intervention; Mental health; Nursing; Psychology; Workload; Coping (psychology); Qualitative research; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001278938,0.0001260172,0.0003290771,0.000283514,0.0003460717,0.00004275552,0.0001502303,0.00006428097,0.000005228206],"category_scores_gemma":[0.000724118,0.00007947821,0.00008223831,0.0004518109,0.000143977,0.0002487807,0.00002953077,0.0003252027,7.290274e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834689,"about_ca_system_score_gemma":0.0001753716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003833088,"about_ca_topic_score_gemma":0.00002897289,"domain_scores_codex":[0.9977458,0.0002807415,0.0009193438,0.0001867839,0.0004357751,0.0004315689],"domain_scores_gemma":[0.9980245,0.0009350994,0.0006766046,0.0001424542,0.0000711139,0.0001502509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007331096,0.0001121453,0.000324229,0.00001975222,0.0000200504,0.0003908904,0.359362,0.0001747976,0.0008928881,0.00002702364,0.0004215264,0.6375216],"study_design_scores_gemma":[0.001791964,0.001632882,0.0227724,0.005393454,0.000007825832,0.0005797703,0.9637326,0.0001871527,0.0002990772,0.0008032617,0.002637344,0.0001622677],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901274,0.001057276,0.00005349534,0.004678302,0.003839925,0.0002008643,0.000003304756,0.0000140539,0.00002533967],"genre_scores_gemma":[0.9980605,0.0004652141,0.001221673,0.0001130468,0.00007924488,0.000003851772,0.000001453618,0.00001748901,0.00003753779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6373593,"threshold_uncertainty_score":0.3241027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711517596659226,"score_gpt":0.4144813906418719,"score_spread":0.3773662146752796,"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."}}