{"id":"W2792965807","doi":"10.1097/tp.0000000000002140","title":"Effects of Warm Versus Cold Ischemic Donor Lung Preservation on the Underlying Mechanisms of Injuries During Ischemia and Reperfusion","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Lung transplantation; Lung; Ischemia; Transplantation; Reperfusion injury; Pathophysiology; CXCL1; Cardiology; Internal medicine; Anesthesia; Chemokine; Inflammation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002188306,0.0001157305,0.0001942307,0.00007953583,0.00009916077,0.000007012182,0.00005051594,0.00008006668,0.00001670649],"category_scores_gemma":[0.00004832137,0.00008342543,0.00004667823,0.0001329312,0.00008542927,0.000131703,0.000005082788,0.00009668647,9.595019e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001877614,"about_ca_system_score_gemma":0.0000254533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004826669,"about_ca_topic_score_gemma":0.00001492113,"domain_scores_codex":[0.9991657,0.00005999972,0.0002658339,0.0001666321,0.0002309916,0.0001109154],"domain_scores_gemma":[0.9990264,0.0005897043,0.0001311417,0.0001350254,0.00008433965,0.00003344346],"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":[0.003380902,0.00003052413,0.00309281,0.002292136,0.00005828583,0.000003016893,0.002712578,0.000003043032,0.983861,0.004311386,0.000008446248,0.0002458939],"study_design_scores_gemma":[0.003068734,0.000387564,0.06233827,0.0006424607,0.0003582497,0.000006058353,0.0001354863,0.0001661637,0.9326603,0.0001580263,0.000005572116,0.00007313771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984324,0.00006967132,0.01432327,0.0002720378,0.0001271352,0.0004842047,0.00001156841,0.00002914176,0.0003589668],"genre_scores_gemma":[0.9951369,0.000275534,0.00437636,0.00005094789,0.0000370174,0.00001964994,0.00002550439,0.00001400376,0.00006404128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05924546,"threshold_uncertainty_score":0.3401991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719256808237712,"score_gpt":0.3112429294630421,"score_spread":0.2840503613806649,"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."}}