{"id":"W4200099833","doi":"10.1164/rccm.202105-1089oc","title":"Impact of Reverse Triggering Dyssynchrony during Lung-Protective Ventilation on Diaphragm Function: An Experimental Model","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Toronto General Hospital; University Health Network; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ventilation (architecture); Mechanical ventilation; Anesthesia; Diaphragm (acoustics); Tidal volume; Lung; Respiratory rate; Diaphragmatic breathing; Respiratory system; Internal medicine; Heart rate; Blood pressure; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.000288357,0.0001983137,0.0006690252,0.0002283281,0.00009911874,0.000009169651,0.00005740741,0.00006649276,0.0002371051],"category_scores_gemma":[0.0003116764,0.000149931,0.0002065205,0.0002577071,0.0004280953,0.0002171921,0.00002337964,0.0003721162,6.622196e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803346,"about_ca_system_score_gemma":0.0003573078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007840261,"about_ca_topic_score_gemma":9.798526e-7,"domain_scores_codex":[0.9983121,0.0001454478,0.0005569662,0.0002474559,0.0005164255,0.000221671],"domain_scores_gemma":[0.998328,0.00007489792,0.0002396838,0.0002328149,0.0006498546,0.0004747975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009192262,0.0005849315,0.02209166,0.0004375982,0.0002897489,0.00171392,0.003507841,0.0002262458,0.9287737,0.0005160717,0.0001350941,0.0325309],"study_design_scores_gemma":[0.01687392,0.1558765,0.2071918,0.003698848,0.002055327,0.002292328,0.07717683,0.001004159,0.5316802,0.0003466467,0.0008445872,0.0009589583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945877,0.002837562,0.001914086,0.0001246991,0.0001733017,0.0001234882,0.000006246538,0.00001216944,0.0002207421],"genre_scores_gemma":[0.9987441,0.00002074013,0.0002580578,0.000478952,0.0004544524,0.000005336955,0.000003568902,0.00002381374,0.00001101692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3970936,"threshold_uncertainty_score":0.6114011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401464490158974,"score_gpt":0.3484648262731068,"score_spread":0.324450181371517,"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."}}