{"id":"W3132372914","doi":"10.1007/s11126-021-09887-x","title":"Methods and Strategies for Reducing Seclusion and Restraint in Child and Adolescent Psychiatric Inpatient Care","year":2021,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Lunds Universitet","keywords":"Seclusion; Psychological intervention; PsycINFO; Mindfulness; Autism spectrum disorder; Psychiatry; Medicine; Inpatient care; Psychology; Clinical psychology; MEDLINE; Autism; Health care","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":[0.002072324,0.0008677276,0.0008728989,0.003824678,0.0003959447,0.001220001,0.0009680078,0.001026037,0.002163354],"category_scores_gemma":[0.007062321,0.0002676326,0.001226499,0.00295827,0.0004716098,0.00129679,0.0006905382,0.0007973695,0.0003669236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108826,"about_ca_system_score_gemma":0.003381875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501398,"about_ca_topic_score_gemma":0.007550216,"domain_scores_codex":[0.9976139,0.0008762276,0.0007026299,0.0001246291,0.000624444,0.00005819257],"domain_scores_gemma":[0.9966909,0.002145245,0.0008379065,0.00004453555,0.0002207123,0.00006065227],"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":[0.0001084246,0.0002627477,0.001839378,0.1524682,0.0009006552,0.0002686791,0.0009244565,0.0001652019,0.0005739708,0.001137661,0.004966555,0.8363841],"study_design_scores_gemma":[0.0009276362,0.002050543,0.05359089,0.6449858,0.00960689,0.004373773,0.005114319,0.0004729277,0.004461558,0.00242598,0.2718466,0.0001430355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005257195,0.9900075,0.0005691055,0.001208295,0.0002151081,0.0002554357,0.00008859976,0.00001817678,0.002380652],"genre_scores_gemma":[0.01642239,0.9772831,0.00484914,0.0006746725,0.0001016355,0.0003342771,0.000071675,0.000004685011,0.0002584877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003824678,"threshold_uncertainty_score":0.01095963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04601513892443508,"score_gpt":0.4556558879111619,"score_spread":0.4096407489867268,"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."}}