{"id":"W2883218545","doi":"10.1097/ccm.0000000000003307","title":"Interpreting and Implementing the 2018 Pain, Agitation/Sedation, Delirium, Immobility, and Sleep Disruption Clinical Practice Guideline","year":2018,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; McMaster University","funders":"","keywords":"Delirium; Medicine; Sedation; Guideline; Clinical Practice; Anesthesia; Pain management; Psychiatry; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01500802,0.000782709,0.001626145,0.0032878,0.00228778,0.003635771,0.002198482,0.007895868,0.004496988],"category_scores_gemma":[0.1096119,0.0005495533,0.00225484,0.001881968,0.001564643,0.002973925,0.003219834,0.007143012,0.003678666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207509,"about_ca_system_score_gemma":0.02701216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0208524,"about_ca_topic_score_gemma":0.06522427,"domain_scores_codex":[0.9806418,0.005964627,0.007509557,0.0006589699,0.004038551,0.001186434],"domain_scores_gemma":[0.919147,0.01777376,0.009305838,0.001722593,0.04658622,0.005464546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006314289,0.00033175,0.0307726,0.002153833,0.0001199858,0.001929037,0.002465184,0.0005220131,0.0008822443,0.004114657,0.7039601,0.2526854],"study_design_scores_gemma":[0.0002875523,0.0003151162,0.05804165,0.04602472,0.0005429021,0.003878006,0.006809128,0.001929938,0.001657086,0.01724742,0.8629879,0.0002784786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02305172,0.02158071,0.02461076,0.7858114,0.02292033,0.00454694,0.003724283,0.0008848482,0.112869],"genre_scores_gemma":[0.210706,0.06883904,0.3829472,0.2749937,0.01522786,0.0117555,0.009464059,0.0007318303,0.02533481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0208524,"threshold_uncertainty_score":0.07937092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483826669580435,"score_gpt":0.4372612486354375,"score_spread":0.4024229819396332,"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."}}