{"id":"W2914654879","doi":"10.1111/pan.13591","title":"The impact of a quality improvement project to standardize pain, agitation, and withdrawal assessments on the use of morphine and midazolam in the Pediatric Intensive Care Unit","year":2019,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Faculty of Medicine, McGill University","keywords":"Medicine; Midazolam; Sedation; Mechanical ventilation; Sedative; Intensive care unit; Emergency medicine; Psychological intervention; Observational study; Pediatric intensive care unit; Anesthesia; Intensive care medicine; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04051628,0.0004425968,0.0003857956,0.001183324,0.0008156959,0.001671867,0.0009095932,0.00055694,0.0008502367],"category_scores_gemma":[0.05662848,0.0002356199,0.001015229,0.001295548,0.0007508529,0.001066762,0.002024847,0.00114958,0.00009168815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603098,"about_ca_system_score_gemma":0.01192893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005012219,"about_ca_topic_score_gemma":0.006033757,"domain_scores_codex":[0.9615315,0.02354819,0.003876784,0.001303503,0.007234827,0.002505261],"domain_scores_gemma":[0.9120768,0.02103135,0.03527968,0.004737178,0.01412565,0.01274938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001677477,0.004676532,0.8544621,0.0006884544,0.0005097578,0.00008534065,0.001557577,0.0009740726,0.0008955412,0.0002061227,0.001971374,0.1322955],"study_design_scores_gemma":[0.0004873919,0.01006171,0.9838282,0.0003021484,0.0002083264,0.00007480787,0.001234369,0.001207981,0.0008679677,0.00005300444,0.00165267,0.00002139666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920075,0.0009421301,0.001921336,0.002252601,0.0001126196,0.0009588653,0.0003447045,0.00006453564,0.001395833],"genre_scores_gemma":[0.9943032,0.0002709077,0.004195472,0.0004103502,0.00006111218,0.00039941,0.0002615059,0.000007789892,0.00009019381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04051628,"threshold_uncertainty_score":0.2142731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913006972470966,"score_gpt":0.3481440620938174,"score_spread":0.3090139923691078,"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."}}