{"id":"W2588572740","doi":"10.1093/icvts/ivv204.127","title":"F-127CAN EX VIVO LUNG PERFUSION IMPROVE THE OUTCOME OF SINGLE LUNG TRANSPLANTATION WHEN THE CONTRALATERAL LUNG IS INJURED?","year":2015,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung transplantation; Lung; Perfusion; Transplantation; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002231031,0.0002871676,0.0008480622,0.0001465499,0.0001380009,0.00006693522,0.0001142895,0.000124087,0.00005807228],"category_scores_gemma":[0.0002101743,0.0001635082,0.001078302,0.0001758678,0.0001618705,0.0003131984,0.00002845675,0.0003459312,0.000002358286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009859339,"about_ca_system_score_gemma":0.00008619607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004511035,"about_ca_topic_score_gemma":0.00001370041,"domain_scores_codex":[0.9974412,0.0007065093,0.0005818711,0.0003729201,0.0006002167,0.0002972212],"domain_scores_gemma":[0.9975809,0.001238716,0.0001863812,0.0004976047,0.0003492686,0.0001470818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006122277,0.0002593145,0.7369781,0.001782098,0.008804281,0.0004573608,0.04866108,0.00006308051,0.02180819,0.00009557106,0.0020965,0.1728722],"study_design_scores_gemma":[0.006047474,0.0004445746,0.6187596,0.00251901,0.02166632,0.003026661,0.01127168,0.005434722,0.3171908,0.0006083195,0.0113595,0.001671324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733959,0.007700335,0.01464097,0.001145598,0.001247,0.0007989179,0.000109742,0.00004670846,0.0009148655],"genre_scores_gemma":[0.9980052,0.0005031431,0.0003560679,0.0005541222,0.0002572079,0.00003627792,0.00004645639,0.00003634586,0.0002052168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2953826,"threshold_uncertainty_score":0.6667673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310441580736548,"score_gpt":0.3322581739200952,"score_spread":0.2891537581127298,"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."}}