{"id":"W2963878087","doi":"10.4187/respcare.07226","title":"Driving Pressure: The Road Ahead","year":2019,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Acute respiratory failure; Intensive care medicine; Mechanical ventilation; Respiratory failure; Ventilation (architecture); Positive end-expiratory pressure; Positive-Pressure Respiration; Cornerstone; Lung; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001860793,0.0008190902,0.001175417,0.0006253517,0.00338883,0.003604081,0.001380617,0.0352868,0.01045582],"category_scores_gemma":[0.01470769,0.0004158659,0.001085558,0.0004808671,0.002604189,0.005380823,0.001257302,0.03388641,0.007694282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588334,"about_ca_system_score_gemma":0.003732334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006628366,"about_ca_topic_score_gemma":0.01132814,"domain_scores_codex":[0.9984704,0.0004890081,0.0001621897,0.0002043249,0.0004416845,0.0002323378],"domain_scores_gemma":[0.9945835,0.002054956,0.0002959871,0.0001829671,0.00155846,0.001324071],"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":[0.00003389495,0.00005661608,0.0007206524,0.00009293927,0.00001391237,0.002543396,0.0001206327,0.00005619398,0.0001261261,0.002793041,0.9748095,0.01863311],"study_design_scores_gemma":[0.00008988722,0.0001133726,0.001645428,0.000742057,0.00002590918,0.006816525,0.0009658944,0.0004371023,0.0001090181,0.01591524,0.9730563,0.00008335929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002372141,0.002170213,0.00005477147,0.9827092,0.01286941,0.000004257183,0.00001783131,0.00002077979,0.001916391],"genre_scores_gemma":[0.004234948,0.004372958,0.0002248746,0.9075246,0.0786023,0.00002119149,0.00003410514,0.00001818554,0.004966717],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0352868,"threshold_uncertainty_score":0.03497821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525925941998246,"score_gpt":0.2762478232669979,"score_spread":0.2509885638470155,"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."}}