{"id":"W2946568154","doi":"10.1177/1524838019843196","title":"The Use of Restraint and Seclusion in Residential Treatment Care for Youth: A Systematic Review of Related Factors and Interventions","year":2019,"lang":"en","type":"review","venue":"Trauma Violence & Abuse","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel; Université du Québec à Montréal; Université de Montréal; Douglas Mental Health University Institute","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Seclusion; Psychological intervention; CINAHL; Context (archaeology); Aggression; Medicine; Inclusion (mineral); Poison control; Psychology; Gerontology; Nursing; Psychiatry; Social psychology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0008309271,0.0003813502,0.002505869,0.0002552621,0.0000994279,0.00002657335,0.0002643685,0.0003831518,0.00001139402],"category_scores_gemma":[0.0006892976,0.0002075654,0.0006862245,0.0002480137,0.0001707797,0.00004903247,0.00004500652,0.0002769836,0.000003705665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319018,"about_ca_system_score_gemma":0.0001239924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008055114,"about_ca_topic_score_gemma":0.0004546111,"domain_scores_codex":[0.9956537,0.0011231,0.002218953,0.0004963239,0.0002205792,0.0002872672],"domain_scores_gemma":[0.9953161,0.002373644,0.001232201,0.0008420403,0.0001466378,0.00008930558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001985676,0.00006967903,0.000009108673,0.6870744,0.0001649706,0.00002002937,0.008836159,2.492152e-7,4.202647e-8,0.00004795449,0.000004236449,0.3037533],"study_design_scores_gemma":[0.0004070608,0.0004605023,0.0001768631,0.9893863,0.001804496,0.00006568854,0.004750299,0.000001771797,1.964732e-7,0.00002623083,0.002749299,0.0001713299],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05425173,0.9390999,0.00000796983,0.00001093438,0.0003702739,0.005700776,0.000538253,0.00001360538,0.000006579679],"genre_scores_gemma":[0.01280853,0.9867005,0.00003220949,0.000004608545,0.00001145188,0.0002362804,0.0001092262,0.00003853329,0.00005866113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.303582,"threshold_uncertainty_score":0.8464273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.24676908426134,"score_gpt":0.4573484827618673,"score_spread":0.2105793985005273,"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."}}