{"id":"W2744686933","doi":"10.1097/ccm.0000000000002640","title":"Worldwide Survey of the “Assessing Pain, Both Spontaneous Awakening and Breathing Trials, Choice of Drugs, Delirium Monitoring/Management, Early Exercise/Mobility, and Family Empowerment” (ABCDEF) Bundle","year":2017,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network; University of Toronto; McGill University; University Health Network","funders":"Stichting voor de Technische Wetenschappen; National Medical Research Council; National Health and Medical Research Council; Horizon 2020 Framework Programme; National Institutes of Health; Geriatric Research Education and Clinical Center; U.S. Department of Veterans Affairs; European Society of Intensive Care Medicine; Società Italiana Anestesia, Analgesia, Rianimazione e Terapia Intensiva; Alexion Pharmaceuticals; National Heart, Lung, and Blood Institute; Pfizer; European Commission; National Institute on Aging; Intensive Care Society","keywords":"Medicine; Delirium; Sedation; Intensive care unit; Delphi method; Intensive care medicine; Intensive care; Randomized controlled trial; Spontaneous breathing trial; Emergency medicine; Physical therapy; Anesthesia; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00331311,0.0003284585,0.001250144,0.0001901284,0.0004789843,0.00009344409,0.0002795834,0.0001407641,0.0000160305],"category_scores_gemma":[0.08919503,0.0002341518,0.0001298694,0.0001818095,0.00229295,0.000171233,0.0003355223,0.0004432773,3.719122e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007984861,"about_ca_system_score_gemma":0.000106368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900034,"about_ca_topic_score_gemma":0.00007554259,"domain_scores_codex":[0.9968904,0.0006495389,0.0008388017,0.0005182166,0.0006867548,0.0004163513],"domain_scores_gemma":[0.9875444,0.004161379,0.0003311294,0.0007880767,0.006929969,0.0002451085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000765856,0.0001895543,0.9300583,0.004201803,0.0002393251,0.0004027981,0.005521487,4.100955e-7,0.005577473,0.0002017001,0.0006865353,0.05215474],"study_design_scores_gemma":[0.002789505,0.0005394138,0.9395937,0.007625746,0.001070712,0.0000621752,0.04681026,0.00002989729,0.001023334,0.0001393148,0.00009877625,0.0002171998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855122,0.007118761,0.0005315467,0.002045091,0.0009189441,0.0009120053,0.00004317218,0.00003131403,0.002886959],"genre_scores_gemma":[0.9975686,0.0002358937,0.0003711679,0.001486403,0.000178886,0.00001842813,0.00002116604,0.00004547862,0.00007395374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08588192,"threshold_uncertainty_score":0.9548433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05584408921167985,"score_gpt":0.3724819207417129,"score_spread":0.316637831530033,"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."}}