{"id":"W2953796250","doi":"10.1186/s13054-019-2531-5","title":"Effects of sedatives and opioids on trigger and cycling asynchronies throughout mechanical ventilation: an observational study in a large dataset from critically ill patients","year":2019,"lang":"en","type":"article","venue":"Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fonds de Recherche du Québec - Santé; McGill University","funders":"Universitat Autònoma de Barcelona; Universidad de Granada; European Regional Development Fund; Universidad de Oviedo; Instituto de Salud Carlos III; Massachusetts General Hospital","keywords":"Medicine; Mechanical ventilation; Critically ill; Observational study; Intensive care medicine; Ventilation (architecture); Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002183023,0.0004362624,0.001480168,0.0007915673,0.0006939582,0.001004253,0.0007083062,0.0007624418,0.001222747],"category_scores_gemma":[0.006546047,0.0004519129,0.001347768,0.001497019,0.0004790316,0.0008786136,0.001118115,0.0009241073,0.0002224518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006036597,"about_ca_system_score_gemma":0.001054882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708498,"about_ca_topic_score_gemma":0.005218732,"domain_scores_codex":[0.9972338,0.00078095,0.0005555332,0.0007865427,0.0003980221,0.0002452061],"domain_scores_gemma":[0.9906121,0.001990144,0.004992262,0.0008704828,0.0007051372,0.000829938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001254314,0.0001643113,0.9962583,0.00009385399,0.0004601601,0.00007387256,0.0001373253,0.0000518351,0.0001800872,0.00001430458,0.0002466557,0.001065073],"study_design_scores_gemma":[0.0001571771,0.0006945101,0.9977835,0.00004111957,0.0002017206,0.0002064025,0.000316309,0.0002933479,0.00004503688,0.00001537417,0.0002336372,0.00001199341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998338,0.0003837454,0.0001037489,0.00003244085,0.000005955304,0.00004706738,0.0009687172,0.000002390632,0.0001179451],"genre_scores_gemma":[0.99687,0.0002137572,0.0002125044,0.00007920423,0.00002085332,0.0001108222,0.002445024,0.000004288896,0.00004361452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003708498,"threshold_uncertainty_score":0.01154506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249833227126997,"score_gpt":0.3770298192419669,"score_spread":0.3345314869706969,"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."}}