{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008627321,0.0002177233,0.0006613987,0.00006236212,0.0001303549,0.00001814448,0.0006018694,0.0001624463,0.000003177685],"category_scores_gemma":[0.007571073,0.0001219476,0.0004686621,0.0006229749,0.0003665423,0.00005559075,0.0001723836,0.001599334,0.000001957891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336395,"about_ca_system_score_gemma":0.0003405354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196136,"about_ca_topic_score_gemma":0.0003051001,"domain_scores_codex":[0.9961642,0.001780166,0.0008821133,0.00026796,0.0005595053,0.0003460506],"domain_scores_gemma":[0.9870395,0.001650205,0.0007390518,0.0003283877,0.01012611,0.0001167588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003117956,0.00004374991,0.0005889857,0.00004739008,0.0002074896,0.0003911903,0.9934178,0.0001581611,0.0001756783,0.0001168452,0.0004300022,0.004110932],"study_design_scores_gemma":[0.001246873,0.0007185713,0.01544582,0.0006729331,0.00004411991,0.0001048927,0.9810236,0.00006397238,0.00004203952,0.0004108381,0.0001103653,0.000115996],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774786,0.004660187,0.00001005659,0.01638778,0.0008912376,0.0004529919,0.00002466934,0.000005355431,0.00008915547],"genre_scores_gemma":[0.997317,0.0001069447,0.00003177616,0.002246291,0.0002634384,0.000004475603,4.291543e-7,0.00002528341,0.000004317396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01983848,"threshold_uncertainty_score":0.9063829,"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."}}