{"id":"W2257499902","doi":"10.1093/icvts/ivv204.270","title":"P-270WARM VERSUS COLD DONOR LUNG ISCHAEMIC PRESERVATIONS ACTIVATE DISTINCT MECHANISMS DURING DEVELOPMENT OF POST-TRANSPLANT PULMONARY DYSFUNCTION","year":2015,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung; Cardiology; 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":[0.0005821125,0.0002474467,0.0006300312,0.0002276815,0.0001266956,0.00001837385,0.00005821582,0.0001054351,0.00002071895],"category_scores_gemma":[0.0001858229,0.0002183151,0.0005191188,0.0002306799,0.00006023956,0.0003497207,0.00005736084,0.0002597527,0.000007438231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481306,"about_ca_system_score_gemma":0.0002373379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521198,"about_ca_topic_score_gemma":0.0000160224,"domain_scores_codex":[0.9983192,0.0001304507,0.0004110186,0.0003951009,0.0004643363,0.0002799102],"domain_scores_gemma":[0.9987305,0.0002644375,0.0001244165,0.0002998667,0.0003594381,0.0002213588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07898425,0.003262767,0.2369652,0.006913545,0.04348837,0.002109703,0.01555695,0.0008956981,0.2071757,0.0002506394,0.0004770066,0.4039202],"study_design_scores_gemma":[0.004533057,0.0003663489,0.5238339,0.002511449,0.00369053,0.0008008351,0.007220014,0.0007266746,0.4460671,0.0001285925,0.008758798,0.001362693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882782,0.002232489,0.007375643,0.0001339421,0.0006809189,0.0004082113,0.00003520993,0.00007481634,0.0007805931],"genre_scores_gemma":[0.9990097,0.0001399159,0.000368607,0.00002096303,0.00008547007,0.00008687696,0.0001519241,0.00003435578,0.0001021677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025575,"threshold_uncertainty_score":0.8902633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536370553190419,"score_gpt":0.27399652167835,"score_spread":0.2386328161464459,"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."}}