{"id":"W2123909533","doi":"10.1016/j.thorsurg.2014.09.002","title":"Extending the Donor Pool","year":2014,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Economic shortage; Lung transplantation; Lung; Transplantation; Ex vivo; Intensive care medicine; Surgery; In vivo; 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":[0.003592368,0.0006671603,0.00120471,0.001984277,0.0006120329,0.0034407,0.001420277,0.001231918,0.0113771],"category_scores_gemma":[0.002862633,0.0002359785,0.0008583185,0.001654504,0.001509999,0.005177801,0.003180711,0.002736099,0.002694246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008177531,"about_ca_system_score_gemma":0.001996201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004219283,"about_ca_topic_score_gemma":0.0007986394,"domain_scores_codex":[0.9991928,0.0002844524,0.0001091216,0.0001165419,0.0001965169,0.0001005864],"domain_scores_gemma":[0.9982731,0.0009875206,0.000280182,0.00009367769,0.0002130752,0.0001524625],"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":[0.0001715285,0.0001115946,0.001118541,0.01669384,0.0001457927,0.0004420598,0.0001666438,0.0002534333,0.0005151278,0.0268545,0.03428467,0.9192422],"study_design_scores_gemma":[0.00003536078,0.0001179959,0.001872443,0.01502302,0.0001631203,0.003861193,0.0003185947,0.0001021825,0.0005063346,0.01346444,0.9645116,0.00002377559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000473598,0.9935026,0.0004013211,0.001879713,0.0007139242,0.000007886321,0.00002542067,0.000006993219,0.002988608],"genre_scores_gemma":[0.006662333,0.9886856,0.0003913165,0.001767388,0.001279492,0.00002048234,0.00006214995,0.000005516764,0.001125699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0113771,"threshold_uncertainty_score":0.03806019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146522418321676,"score_gpt":0.5027864016403767,"score_spread":0.2881341598082091,"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."}}