{"id":"W2953967332","doi":"10.9778/cmajo.20190015","title":"Impact of a multifaceted and multidisciplinary intervention on pain, agitation and delirium management in a Canadian community intensive care unit: a quality improvement study protocol","year":2019,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Niagara Health System; Brock University","funders":"","keywords":"Delirium; Multidisciplinary approach; Intervention (counseling); Medicine; Psychological intervention; Quality management; Intensive care unit; Protocol (science); Nursing; Medical emergency; Intensive care medicine; Alternative medicine; Management system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086921,0.0001910982,0.0003759599,0.0003743977,0.00008272289,0.00003721606,0.0001293068,0.00005853097,0.00003144599],"category_scores_gemma":[0.004236187,0.0001645708,0.00006300485,0.0002004024,0.00007285152,0.000122995,0.0003577634,0.0003100331,0.000004114905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122998,"about_ca_system_score_gemma":0.0001178683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5809013,"about_ca_topic_score_gemma":0.4364851,"domain_scores_codex":[0.9982597,0.0007021121,0.0003876268,0.0002683433,0.0001501264,0.0002321297],"domain_scores_gemma":[0.9833351,0.0001299238,0.0001555544,0.0003438758,0.01588783,0.0001477077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003193177,0.0007422073,0.9090044,0.0009474093,0.0003362993,0.00003358621,0.03944441,0.000008956623,0.0007285113,0.00001555162,0.0001501722,0.0453953],"study_design_scores_gemma":[0.007582643,0.005617011,0.5687612,0.0005444291,0.00003170791,0.000001029529,0.4170917,0.0001999071,0.00005118813,0.00001495844,0.000007673853,0.00009653695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737965,0.000006050373,0.000007401352,0.0002972411,0.00001985715,0.1248145,0.00003868212,0.000007208156,0.001012602],"genre_scores_gemma":[0.9808078,8.007921e-7,0.00005201917,0.003661185,0.000002437093,0.01526139,0.0001322934,0.00001903556,0.00006307818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3776473,"threshold_uncertainty_score":0.6711002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05407081779478792,"score_gpt":0.4328964536959867,"score_spread":0.3788256359011988,"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."}}