{"id":"W2995009995","doi":"10.1097/mcc.0000000000000691","title":"Patient self-inflicted lung injury and positive end-expiratory pressure for safe spontaneous breathing","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"ARDS; Medicine; Anesthesia; Neuromuscular Blockade; Ventilation (architecture); Mechanical ventilation; Positive end-expiratory pressure; Breathing; Sedation; Lung; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001725015,0.0005906334,0.001751069,0.0003155914,0.00009746096,0.00005580975,0.0001309444,0.0005937494,0.00007192139],"category_scores_gemma":[0.0003192447,0.0005089628,0.0004305273,0.0001719892,0.00007229243,0.0001098412,0.0001518407,0.00087952,0.00001485382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003103021,"about_ca_system_score_gemma":0.0007148726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000282194,"about_ca_topic_score_gemma":3.616896e-7,"domain_scores_codex":[0.9971089,0.0001924071,0.0008730137,0.0008523075,0.0004266001,0.000546739],"domain_scores_gemma":[0.9981321,0.0004982898,0.0001528945,0.0004495901,0.0003979186,0.0003692177],"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":[0.00009034501,0.0001651627,0.0000496625,0.2044606,0.00009347435,0.00009394257,0.0009540528,5.644796e-8,0.000001334691,0.001882449,0.001186451,0.7910225],"study_design_scores_gemma":[0.0005869039,0.0008910875,0.00001486738,0.0376392,0.001266445,0.0003815332,0.0002891489,0.00001741701,0.00000662364,0.00001429792,0.958411,0.0004814762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003643531,0.9889753,0.00009035452,0.00003168183,0.005452998,0.003502961,0.001578755,0.00008555064,0.000245999],"genre_scores_gemma":[0.0007386322,0.9948805,0.0003671111,0.0001214759,0.001064011,0.0005834156,0.002088953,0.0001277018,0.00002822246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9572245,"threshold_uncertainty_score":0.9997362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065653475023148,"score_gpt":0.4449917685302197,"score_spread":0.3384264210279049,"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."}}