{"id":"W2119528834","doi":"10.1016/j.jcrc.2015.09.011","title":"Prevalence, risk factors, and outcomes associated with physical restraint use in mechanically ventilated adults","year":2015,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital; Sunnybrook Health Science Centre; St. Michael's Hospital; Toronto Rehabilitation Institute; St. Paul's Hospital; McMaster University; University of British Columbia; University of Manitoba; St. Joseph’s Healthcare Hamilton; University of Alberta Hospital; University Health Network; Health Sciences Centre; Ottawa Hospital; McGill University; University of Ottawa; Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sedation; Midazolam; Hazard ratio; Anesthesia; Confidence interval; Fentanyl; Benzodiazepine; Propofol; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005936058,0.0001731845,0.0004556497,0.0001463539,0.00004560452,0.0000520741,0.0001608885,0.0002135365,0.00002537495],"category_scores_gemma":[0.008393453,0.0001078271,0.0001058721,0.0001672147,0.0001506317,0.0001515131,0.00003104042,0.0008680605,0.000004568089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170679,"about_ca_system_score_gemma":0.0001524934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151675,"about_ca_topic_score_gemma":0.0001035996,"domain_scores_codex":[0.9977497,0.0005608619,0.0005221132,0.0002314906,0.0005840232,0.0003517439],"domain_scores_gemma":[0.9968265,0.001519609,0.000192383,0.0001841689,0.000794004,0.0004833551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001874451,0.001581125,0.9496467,0.0002161636,0.0001721733,0.01076495,0.0267131,0.00002538507,0.00002134979,0.001478368,0.0001513236,0.00735496],"study_design_scores_gemma":[0.001730149,0.001855848,0.9836036,0.0005090297,0.0001057225,0.0002108176,0.009942262,0.00003816441,0.00001152965,0.001798769,0.0000294805,0.0001646061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985744,0.000211104,0.00005542963,0.0004409343,0.0004004136,0.0001155565,0.000071635,0.00001738292,0.0001131353],"genre_scores_gemma":[0.9996114,0.000004788134,0.0001902876,0.00006811496,0.00007749135,0.000001866931,0.00000289296,0.00001996119,0.00002315208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03395696,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06068242829389554,"score_gpt":0.3960119987438693,"score_spread":0.3353295704499737,"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."}}