{"id":"W2063486696","doi":"10.1097/00003246-200007000-00045","title":"Biologically variable ventilation increases arterial oxygenation over that seen with positive end-expiratory pressure alone in a porcine model of acute respiratory distress syndrome","year":2000,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Mean airway pressure; ARDS; Peak inspiratory pressure; Anesthesia; Positive end-expiratory pressure; Tidal volume; Oxygenation; Respiratory distress; Ventilation (architecture); Respiratory system; Mechanical ventilation; Respiratory physiology; Cardiology; Internal medicine; Lung","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003060449,0.0003032949,0.000783287,0.0002098133,0.0000659047,0.00001062659,0.0001238319,0.0002631352,0.00175924],"category_scores_gemma":[0.0001394531,0.0002159472,0.00007070576,0.0002920677,0.000414866,0.0002172236,0.00003340744,0.0002829737,0.000005183546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008224406,"about_ca_system_score_gemma":0.0002138733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173405,"about_ca_topic_score_gemma":0.00001581236,"domain_scores_codex":[0.9977803,0.0001278386,0.0005546011,0.0005063785,0.0006468433,0.0003840136],"domain_scores_gemma":[0.9987593,0.0001218343,0.00009892033,0.0003804276,0.0003463111,0.0002932005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03015506,0.003080667,0.1937105,0.003768768,0.001120539,0.006550846,0.003680379,0.0006220886,0.7339467,0.009469491,0.00155081,0.01234418],"study_design_scores_gemma":[0.03855477,0.02414508,0.8372234,0.006488367,0.006420516,0.00087108,0.003265485,0.004373734,0.06899055,0.002007524,0.005844063,0.001815408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939114,0.0008814952,0.001580041,0.00031091,0.000100297,0.0006470918,0.0004039305,0.00006473669,0.002100026],"genre_scores_gemma":[0.9970641,0.00001763977,0.0006012106,0.001254637,0.0001953125,0.00006255558,0.0005912211,0.00003477343,0.0001786095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649561,"threshold_uncertainty_score":0.9991533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082440377167426,"score_gpt":0.2831984502870281,"score_spread":0.2623740465153538,"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."}}