{"id":"W2395039148","doi":"10.7748/ns2014.04.28.31.22.s26","title":"Restraint is a last resort, use it rarely and wisely","year":2014,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychological intervention; Mental health; Psychology; Nursing; Medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151373,0.0005602404,0.001055196,0.00073617,0.002580094,0.001917287,0.001032034,0.002336313,0.01154457],"category_scores_gemma":[0.01337976,0.0002879268,0.0008195477,0.000568093,0.002791195,0.0020757,0.001795199,0.003890513,0.008875976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008014269,"about_ca_system_score_gemma":0.002105756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389956,"about_ca_topic_score_gemma":0.005491259,"domain_scores_codex":[0.9960044,0.001202032,0.0004319457,0.0002983834,0.001658605,0.0004046243],"domain_scores_gemma":[0.9935482,0.00124672,0.001560092,0.001000839,0.001400318,0.001243874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005728267,0.000950334,0.08691839,0.002862401,0.0004841656,0.005016261,0.003210468,0.0005063998,0.02120585,0.009538434,0.1849512,0.6837834],"study_design_scores_gemma":[0.0001449191,0.003267647,0.2399909,0.01201069,0.0002892943,0.09158508,0.01559275,0.001171898,0.01350521,0.02921607,0.5926419,0.000583666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.314061,0.05899082,0.05878564,0.2169349,0.02035908,0.0005285428,0.001091733,0.005929018,0.3233193],"genre_scores_gemma":[0.8299012,0.03156164,0.02664973,0.0384904,0.005678929,0.00025172,0.0006033097,0.001008415,0.06585464],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01154457,"threshold_uncertainty_score":0.03862041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453685170620341,"score_gpt":0.3683586378155435,"score_spread":0.3338217861093401,"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."}}