{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04562515,0.003991837,0.004446824,0.003054837,0.008490267,0.003401267,0.005030585,0.00253851,0.008952548],"category_scores_gemma":[0.0377113,0.001778899,0.005832441,0.005296227,0.003624866,0.001432728,0.002649627,0.002901066,0.0008060414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06701002,"about_ca_system_score_gemma":0.2247315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3897716,"about_ca_topic_score_gemma":0.5346556,"domain_scores_codex":[0.9589418,0.01634378,0.006223597,0.004363589,0.009004094,0.005123059],"domain_scores_gemma":[0.952425,0.005378146,0.00769906,0.002843883,0.02522202,0.006432002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3672629,0.1675898,0.05530298,0.02814667,0.007479928,0.0006723983,0.01045179,0.01009083,0.003351133,0.002647483,0.04145944,0.3055446],"study_design_scores_gemma":[0.5724878,0.1197367,0.2579919,0.00625691,0.004355064,0.0000902277,0.002730971,0.00654234,0.002646205,0.0007046094,0.02579906,0.0006583116],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05835257,0.0003432928,0.001617224,0.0004688317,0.0001603655,0.9337702,0.003532455,0.0001104672,0.001644552],"genre_scores_gemma":[0.04402305,0.0003015755,0.01370559,0.0003218071,0.00006779844,0.9397779,0.001268906,0.00001482501,0.0005185582],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3897716,"threshold_uncertainty_score":0.7750058,"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."}}