{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002560665,0.001030298,0.00237789,0.005011535,0.0004662854,0.001767971,0.00102487,0.001255837,0.006490538],"category_scores_gemma":[0.003713828,0.000399133,0.001328206,0.004540455,0.001053445,0.002808491,0.001552372,0.003044361,0.001431223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329044,"about_ca_system_score_gemma":0.003248067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804583,"about_ca_topic_score_gemma":0.004629285,"domain_scores_codex":[0.999297,0.0001338471,0.0001850626,0.0001317121,0.0001847844,0.00006747415],"domain_scores_gemma":[0.9972762,0.00163366,0.0005000409,0.00006118877,0.0003844158,0.0001444619],"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":[0.00008225501,0.00007362217,0.0006214683,0.03298343,0.0001929908,0.0001219202,0.00005238638,0.0002004834,0.0003297656,0.002531357,0.01998392,0.9428264],"study_design_scores_gemma":[0.0000889142,0.000255549,0.005146475,0.03932409,0.001246712,0.002154522,0.0002296216,0.0001997058,0.0005852018,0.002844159,0.9478716,0.00005347736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005580827,0.9990356,0.00005281756,0.0002969711,0.0001649877,0.000002474969,0.00001181581,0.000002870645,0.0003765884],"genre_scores_gemma":[0.0005391793,0.9984728,0.0001169624,0.0003714663,0.0003346875,0.000003500597,0.00001887232,0.000001034585,0.0001415188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006490538,"threshold_uncertainty_score":0.02171296,"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."}}