{"id":"W1972758902","doi":"10.1067/mtc.2002.125056","title":"Effect of ventilator-induced lung injury on the development of reperfusion injury in a rat lung transplant model","year":2002,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Lung; Lung transplantation; Tidal volume; Ventilation (architecture); Anesthesia; Lung volumes; Positive end-expiratory pressure; Oxygenation; Transplantation; Cardiology; Respiratory system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005747998,0.0001683683,0.001051489,0.0003160769,0.00005123347,0.000006988837,0.0000711326,0.0001054317,0.00001565559],"category_scores_gemma":[0.0001100326,0.0001000559,0.0009793822,0.0002260337,0.00003470781,0.00008044185,0.00001092721,0.0003025876,3.331467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003798361,"about_ca_system_score_gemma":0.00008943394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003319544,"about_ca_topic_score_gemma":4.570504e-7,"domain_scores_codex":[0.9976758,0.0005241635,0.0008481828,0.0001442252,0.0006492105,0.0001584587],"domain_scores_gemma":[0.9988239,0.0004895199,0.0002617777,0.0002543168,0.00008869161,0.00008181114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009848524,0.0003332281,0.2132237,0.004819976,0.003723221,0.0004879884,0.005085747,0.000626948,0.05165926,0.00002242078,0.000263389,0.7099056],"study_design_scores_gemma":[0.001510261,0.0006378067,0.04352694,0.006731283,0.003071071,0.0005444121,0.0001616288,0.005098492,0.9382019,0.00002124962,0.0001421038,0.0003528394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912857,0.005706156,0.002453304,0.0000708783,0.000205688,0.0002147627,0.000003792416,0.000004501375,0.00005521376],"genre_scores_gemma":[0.996665,0.002177224,0.001039965,0.00003058136,0.00005067133,0.000005087605,0.000001440011,0.00001604987,0.00001399224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865427,"threshold_uncertainty_score":0.4080163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823234168674234,"score_gpt":0.3144823384097866,"score_spread":0.2862499967230442,"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."}}