{"id":"W3025959783","doi":"10.1152/japplphysiol.00069.2018","title":"Commentaries on Viewpoint: Looking beyond macroventilatory parameters and rethinking ventilator-induced lung injury","year":2018,"lang":"en","type":"letter","venue":"Journal of Applied Physiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechanical ventilation; Lung; Ventilation (architecture); Medicine; Tidal volume; Airway; Mechanical ventilator; Positive end-expiratory pressure; Anesthesia; Respiratory system; Internal medicine; Mechanical engineering; Engineering","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":[0.004717493,0.0009457879,0.001711916,0.000863106,0.003395825,0.002648072,0.002904157,0.05828068,0.008245732],"category_scores_gemma":[0.03933643,0.0007042623,0.001530474,0.0008966547,0.003687862,0.005014755,0.002106915,0.05578074,0.01002705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004914221,"about_ca_system_score_gemma":0.003714932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617648,"about_ca_topic_score_gemma":0.005216381,"domain_scores_codex":[0.9967487,0.0008053404,0.0005674979,0.000576772,0.0009210055,0.0003806728],"domain_scores_gemma":[0.9848323,0.008499197,0.001079751,0.0004786677,0.003707328,0.00140272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004124482,0.00002032025,0.0004276242,0.00005606749,0.00001006295,0.00207884,0.0001472575,0.0000356163,0.0001156359,0.001380215,0.9916251,0.00406204],"study_design_scores_gemma":[0.0001989098,0.0001196241,0.00175787,0.0006552532,0.00006005792,0.00696928,0.0009999855,0.0005119939,0.000526986,0.01272991,0.9753126,0.0001575116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001791808,0.0006602383,0.00006151809,0.9793069,0.01907602,0.000009836775,0.00005162484,0.00002173104,0.0006329528],"genre_scores_gemma":[0.001672941,0.000567714,0.00009728072,0.9622847,0.03389922,0.00002519666,0.00002059137,0.00001366975,0.001418644],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05828068,"threshold_uncertainty_score":0.03565538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919191285028323,"score_gpt":0.2737069510706145,"score_spread":0.2545150382203313,"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."}}