{"id":"W1983505885","doi":"10.1152/ajplung.00268.2007","title":"Lung epithelial injury markers are not influenced by use of lower tidal volumes during elective surgery in patients without preexisting lung injury","year":2007,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Mechanical ventilation; Medicine; Bronchoalveolar lavage; Tidal volume; Positive end-expiratory pressure; Ventilation (architecture); Elective surgery; Lung; Anesthesia; Intubation; Internal medicine; Respiratory system","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":[0.0005365328,0.0003898209,0.001427509,0.0005000794,0.0000876203,0.000009721582,0.0001631647,0.0001905674,0.00002066838],"category_scores_gemma":[0.0002987431,0.0003492663,0.0003410878,0.0003907666,0.0006174945,0.0002063489,0.0001133925,0.0006294848,8.394671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276533,"about_ca_system_score_gemma":0.0001905316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007624814,"about_ca_topic_score_gemma":0.000001989,"domain_scores_codex":[0.9970786,0.0003669421,0.001078895,0.000484539,0.0003208673,0.0006701771],"domain_scores_gemma":[0.9973699,0.0001909777,0.001449823,0.0003216126,0.0003939372,0.0002736837],"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":[0.009223098,0.0002874067,0.1368199,0.0001386401,0.0003252802,0.00007680962,0.0001278543,0.00001707179,0.8514155,0.000003902464,0.000119303,0.001445344],"study_design_scores_gemma":[0.001303164,0.001936754,0.4862919,0.0002439205,0.0001699447,0.00002030131,0.0001783139,0.0001139849,0.5093685,0.00001921232,0.00006554651,0.0002883654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987677,0.0002248955,0.0003189798,0.00002121418,0.0002685775,0.0003449616,0.00002931922,0.00001492415,0.000009473915],"genre_scores_gemma":[0.9988306,0.00006192035,0.0003776688,0.000495236,0.0001223549,0.000006331798,0.000031376,0.00005569799,0.00001884023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3494721,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004873496778066084,"score_gpt":0.2406144918231255,"score_spread":0.2357409950450594,"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."}}