{"id":"W2069409140","doi":"10.1016/j.suc.2013.08.001","title":"Advances in Lung Preservation","year":2013,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung; Intensive care medicine; Ischemia; Surgery; 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":[0.0002817422,0.0002752706,0.002419467,0.0001856063,0.00001773022,0.000006617172,0.0001712811,0.0001914561,0.0002005908],"category_scores_gemma":[0.0002744315,0.0001920628,0.0005863515,0.0006071118,0.0001201612,0.0001644994,0.00003056174,0.0005168524,0.00003904428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003085094,"about_ca_system_score_gemma":0.000219912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003285224,"about_ca_topic_score_gemma":0.00001944473,"domain_scores_codex":[0.9974649,0.0002610704,0.001372542,0.0003497899,0.0003172868,0.0002344125],"domain_scores_gemma":[0.9967663,0.002012623,0.0006399519,0.0003458979,0.0001036234,0.0001315783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003873417,0.00009146737,0.01806249,0.01597679,0.0000399725,0.00005014561,0.00001510412,0.000003753385,1.453665e-9,0.00002922478,0.00002824536,0.9656641],"study_design_scores_gemma":[0.0005311822,0.0001431823,0.002982742,0.00436289,0.0004589335,0.00001526161,0.000004108535,0.00003244229,2.434299e-8,0.00002910571,0.9912657,0.0001744207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001223228,0.9963515,0.000295345,0.0000471768,0.0001952535,0.0008560439,0.00005611228,0.00002736217,0.002048825],"genre_scores_gemma":[0.00001395382,0.9912604,0.007612104,0.00005233501,0.0001430992,0.000084949,0.000507824,0.00003073125,0.0002946167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912375,"threshold_uncertainty_score":0.7832094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07807609443290212,"score_gpt":0.4547938536591482,"score_spread":0.3767177592262461,"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."}}