{"id":"W2015841933","doi":"10.1378/chest.10-0286","title":"Physiologic Response to Changing Positive End-Expiratory Pressure During Neurally Adjusted Ventilatory Assist in Sedated, Critically Ill Adults","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Interquartile range; Tidal volume; Respiratory rate; Cardiology; Internal medicine; Positive end-expiratory pressure; Respiratory physiology; Diaphragm (acoustics); Respiratory system; Mechanical ventilation; Anesthesia; Heart rate; Blood pressure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008620595,0.0002830559,0.0004340727,0.0005511269,0.0002257676,0.00006351379,0.0002272557,0.0002515926,0.0004694141],"category_scores_gemma":[0.0008453088,0.0002477868,0.0001682274,0.0003496857,0.00007934491,0.0002443242,0.0001042936,0.001409052,0.00006314013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008700586,"about_ca_system_score_gemma":0.0003218827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002791129,"about_ca_topic_score_gemma":0.00001332092,"domain_scores_codex":[0.9978728,0.0001466953,0.0005064149,0.0003987213,0.0003602273,0.0007150902],"domain_scores_gemma":[0.9981604,0.00007042697,0.0001445211,0.0003409485,0.0006287689,0.0006548926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004903289,0.0002207442,0.008974091,0.0001478983,0.00004924949,0.002481293,0.001035225,0.000006777861,0.9793516,0.00002445002,0.0001859804,0.002619351],"study_design_scores_gemma":[0.00334973,0.0009124639,0.7849403,0.0005825224,0.0000944307,0.001337201,0.001302596,0.00006326505,0.1881071,0.0000315207,0.01890887,0.0003699535],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967501,0.0001642187,0.00007905412,0.001429441,0.0008088643,0.0003657354,0.0000179097,0.00006846061,0.0003162143],"genre_scores_gemma":[0.99345,0.000007594537,0.001154758,0.003855029,0.0007350867,0.00002133467,0.000009452922,0.00004950171,0.0007172272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7912445,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127458230546602,"score_gpt":0.2654549183458782,"score_spread":0.252709095291218,"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."}}