{"id":"W3175222179","doi":"10.1177/00048674211025619","title":"Opening the doors: Critically examining the locked wards policy for public mental health inpatient units in Queensland Australia","year":2021,"lang":"en","type":"review","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Medicine; Directive; Mental illness; Mental Health Act; Autonomy; Convention on the Rights of Persons with Disabilities; Government (linguistics); Psychiatry; Public health; Nursing; Convention; Political science; Law","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003915515,0.0006989429,0.002217808,0.0007260722,0.0004546793,0.0003583381,0.001440356,0.0006613818,0.0003424524],"category_scores_gemma":[0.0007499162,0.0003845677,0.0006921015,0.00155065,0.0001855146,0.0001447762,0.000113447,0.002688006,0.00002875776],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393244,"about_ca_system_score_gemma":0.008540993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011055,"about_ca_topic_score_gemma":0.0009815157,"domain_scores_codex":[0.991835,0.002208472,0.00318166,0.0006102986,0.0007681912,0.001396402],"domain_scores_gemma":[0.9949845,0.001003202,0.001944983,0.0008334184,0.0004299318,0.0008039512],"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":[0.0000852941,0.0002940665,0.0009908994,0.001298547,0.0006792189,0.0002901116,0.004147117,0.000002857942,4.862208e-8,0.001988642,0.3732035,0.6170197],"study_design_scores_gemma":[0.001536881,0.0009605904,0.001790957,0.01760055,0.0001956391,0.005851282,0.004519993,3.429806e-7,2.850426e-8,0.0006974384,0.9664741,0.0003722629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003494986,0.8271326,0.00004527108,0.1561694,0.01060327,0.002048339,0.0003116502,0.00002191413,0.0001726138],"genre_scores_gemma":[0.006036961,0.9566802,0.002552404,0.00330277,0.01096829,0.0001117036,0.0003062143,0.0002875762,0.01975388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6166474,"threshold_uncertainty_score":0.9998606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137300726893188,"score_gpt":0.4725983361110082,"score_spread":0.2588682634216893,"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."}}