{"id":"W2998053467","doi":"10.1177/1751143719892785","title":"The challenges of using physical restraint in intensive care units in Iran: A qualitative study","year":2020,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care","funders":"Iran University of Medical Sciences","keywords":"Nursing; Health care; Distress; Medicine; Qualitative research; Intensive care; Psychology; Clinical psychology","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":[0.008266409,0.0005935302,0.0008230124,0.001175013,0.007808829,0.002255309,0.001662542,0.001304761,0.001995323],"category_scores_gemma":[0.009397143,0.0006939076,0.0005728888,0.001414803,0.005519035,0.003014802,0.003616584,0.002035208,0.0002120084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005998254,"about_ca_system_score_gemma":0.006932671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258973,"about_ca_topic_score_gemma":0.02365157,"domain_scores_codex":[0.994969,0.003102456,0.0001824674,0.0003049463,0.0004445994,0.0009966645],"domain_scores_gemma":[0.9926934,0.004649344,0.0008484625,0.0001901676,0.0006934502,0.0009251123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002146088,0.00004150465,0.003946117,0.0001857001,0.000004503584,0.0008506924,0.9908738,0.0000277884,0.0003887241,0.0003995162,0.0003683034,0.002891922],"study_design_scores_gemma":[0.000002283283,0.00003227109,0.001694386,0.0001208267,0.000003211878,0.0001958757,0.9947443,0.00003706241,0.0001085116,0.00007118606,0.002982229,0.000007810304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928374,0.0009561499,0.001180357,0.001654864,0.00006674805,0.0001698352,0.0001066623,0.00001148796,0.003016495],"genre_scores_gemma":[0.9948097,0.001337809,0.0009686462,0.0008226911,0.00002287195,0.000250076,0.00005392174,0.0000140852,0.001719979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258973,"threshold_uncertainty_score":0.04371744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253472774638227,"score_gpt":0.4758307389945393,"score_spread":0.2504834615307166,"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."}}