{"id":"W2087938430","doi":"10.1016/j.ijnurstu.2013.07.009","title":"An evaluation of instruments for scoring physiological and behavioral cues of pain, non-pain related distress, and adequacy of analgesia and sedation in pediatric mechanically ventilated patients: A systematic review","year":2013,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institutes of Health Research; Research Canada; CARE Canada; University of Alberta","funders":"","keywords":"Sedation; Medicine; Delirium; Distress; Pain assessment; Intensive care medicine; Quality of life (healthcare); MEDLINE; Physical therapy; Anesthesia; Pain management; Clinical psychology; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002068729,0.000197778,0.00173071,0.0004391877,0.00001919336,0.000007805781,0.00009254466,0.00009618763,0.000002068452],"category_scores_gemma":[0.008791201,0.0001437359,0.0001882014,0.000158502,0.0001312317,0.000146623,0.00002863407,0.0001658502,3.469642e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744819,"about_ca_system_score_gemma":0.00007951056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004524553,"about_ca_topic_score_gemma":0.00000117369,"domain_scores_codex":[0.9969474,0.0006485874,0.00158963,0.0001697821,0.0005568163,0.00008776631],"domain_scores_gemma":[0.9853646,0.000363321,0.002388161,0.00007365135,0.01177294,0.00003728349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002034322,0.001117328,0.004102936,0.3976409,0.002393007,0.000005371779,0.001123351,0.000001255678,0.00007809528,0.00003613404,0.00009323181,0.5932049],"study_design_scores_gemma":[0.002091261,0.002450522,0.008105092,0.9700964,0.01398687,0.00003503543,0.002288222,0.0003331928,0.00001421014,0.0004229023,0.000003570569,0.0001727179],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1885935,0.8095341,0.00004482691,0.00005428552,0.0001338553,0.001605174,0.00003071568,0.00000176676,0.000001774971],"genre_scores_gemma":[0.345119,0.6545675,0.0001465992,0.00002520653,0.00001684993,0.00002961578,0.00008446564,0.00001019551,5.142744e-7],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5930322,"threshold_uncertainty_score":0.9995582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099881477726434,"score_gpt":0.4525312549331981,"score_spread":0.3425431071605547,"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."}}