{"id":"W2043544831","doi":"10.1111/jar.12069","title":"Restraint and Seclusion: The Perspective of Service Users and Staff Members","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Research in Intellectual Disabilities","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"International Development Research Centre","keywords":"Seclusion; Feeling; Intellectual disability; Psychological intervention; Debriefing; Psychology; Service provider; Perspective (graphical); Challenging behaviour; Service (business); Nursing; Clinical psychology; Social psychology; Medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003355938,0.0001423242,0.0003475269,0.0003843047,0.0001804741,0.00006970152,0.0003547197,0.0001534133,0.001467211],"category_scores_gemma":[0.004124405,0.00008549624,0.00005579308,0.0005460076,0.001597357,0.00008578284,0.0002040978,0.001264034,0.00002255409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844982,"about_ca_system_score_gemma":0.0002221589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600701,"about_ca_topic_score_gemma":0.0003482677,"domain_scores_codex":[0.9972889,0.0006065593,0.0006654836,0.0002579908,0.0007338889,0.0004471875],"domain_scores_gemma":[0.9818789,0.01661662,0.0001444403,0.0003091294,0.0008383662,0.000212571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00170627,0.000462529,0.0001582949,0.0002535766,0.0001931187,0.00006703832,0.9211465,0.00009731304,0.0007369057,0.03497825,0.006156333,0.03404388],"study_design_scores_gemma":[0.0004620214,0.0005978373,0.002650268,0.0001637967,0.000005217251,0.0002211179,0.9012111,0.0000663944,0.0000654996,0.09374116,0.0007316868,0.00008393406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633175,0.0005179566,0.000009875401,0.01118796,0.000153436,0.0004776584,0.000006085582,0.00000511285,0.02432437],"genre_scores_gemma":[0.9991953,0.0002340537,0.0001322444,0.0001083671,0.0001222271,0.00002664397,2.835365e-7,0.00001678048,0.00016414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05876292,"threshold_uncertainty_score":0.9994456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214994963871738,"score_gpt":0.4326433051183514,"score_spread":0.3111438087311776,"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."}}