{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004908976,0.0001824821,0.00034702,0.0001465218,0.00007526809,0.000254263,0.0001301141,0.0001769451,0.001247557],"category_scores_gemma":[0.0004222269,0.00003645381,0.0001663603,0.000108031,0.0001707814,0.0002242487,0.000110418,0.000259219,0.0001224061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097685,"about_ca_system_score_gemma":0.0001862208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001339724,"about_ca_topic_score_gemma":0.0003101042,"domain_scores_codex":[0.999892,0.00003824555,0.000008375544,0.00001535447,0.00001904876,0.00002699009],"domain_scores_gemma":[0.9997622,0.00007243001,0.00008371173,0.00001457052,0.00001696034,0.00005017722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02770285,0.002900579,0.3545921,0.0005407889,0.0003694515,0.001402995,0.0001162843,0.001874194,0.2797807,0.000224046,0.001204115,0.3292919],"study_design_scores_gemma":[0.001432592,0.06972391,0.7830463,0.0002352242,0.000734554,0.009814722,0.0003653767,0.006828314,0.1224101,0.0004152067,0.004948239,0.00004563436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967768,0.002220878,0.0003480436,0.00009428169,0.00001678169,0.000008437122,0.00002210841,0.00001263916,0.0005001779],"genre_scores_gemma":[0.9991387,0.0004123751,0.0002392011,0.0000404163,0.00002139798,0.000004240646,0.00005460306,0.000001760867,0.00008718723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247557,"threshold_uncertainty_score":0.004173458,"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."}}