{"id":"W2467227409","doi":"10.1007/s00134-016-4400-x","title":"Esophageal and transpulmonary pressure in the clinical setting: meaning, usefulness and perspectives","year":2016,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":561,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; St. Michael's Hospital; University of Toronto; SickKids Foundation; University Health Network; Mount Sinai Hospital; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; European Society of Intensive Care Medicine","keywords":"Medicine; Intensive care medicine; Intensivist; Continuous positive airway pressure; Acute respiratory failure; Mechanical ventilation; Pressure support ventilation; Psychological intervention; Medical diagnosis; Intensive care; Anesthesia; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009566044,0.0005610572,0.002600315,0.0002757804,0.00008018033,0.00001408798,0.0002134068,0.0005085124,0.0001160634],"category_scores_gemma":[0.001917348,0.0002611575,0.0002785866,0.0001868218,0.0008156617,0.00006034188,0.00007505981,0.001109101,0.000007209816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004328725,"about_ca_system_score_gemma":0.0002799757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001681414,"about_ca_topic_score_gemma":0.00001037011,"domain_scores_codex":[0.9969325,0.0004938241,0.000947594,0.0008276675,0.0004393904,0.0003589957],"domain_scores_gemma":[0.9968974,0.0009171814,0.0003018574,0.000525662,0.001105191,0.0002527051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008509119,0.0000244257,0.0008071764,0.00994723,0.0002874157,0.00257189,0.01705131,2.332712e-9,0.000001592552,0.0004148253,0.003729209,0.9650798],"study_design_scores_gemma":[0.001527421,0.001141424,0.0005773367,0.0348462,0.002508053,0.001706843,0.05955208,5.733756e-7,0.000001341364,0.00006380964,0.8978224,0.0002524625],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002492063,0.9940807,0.0000295661,0.002281226,0.0004909963,0.001600787,0.00004379821,0.00003759308,0.001186114],"genre_scores_gemma":[0.006531144,0.988667,0.00002676065,0.002706307,0.001340374,0.0001046144,0.00006607496,0.00007053799,0.0004872053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9648274,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09976008022002088,"score_gpt":0.3921754036430008,"score_spread":0.2924153234229799,"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."}}