{"id":"W4406213984","doi":"10.1016/j.healun.2024.12.010","title":"Short and long-term outcomes of lung transplantation from brain death vs. circulatory death donors: A meta-analysis of comparative studies","year":2025,"lang":"en","type":"review","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Lung transplantation; Medicine; Circulatory system; Term (time); Meta-analysis; Transplantation; Intensive care medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009171412,0.002578094,0.01591137,0.003218514,0.0004890537,0.002949651,0.001967675,0.001932307,0.003054938],"category_scores_gemma":[0.01937152,0.001316105,0.0365925,0.004851099,0.0005539371,0.001591722,0.001663248,0.002388536,0.0002824708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327038,"about_ca_system_score_gemma":0.001496691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004070923,"about_ca_topic_score_gemma":0.008237259,"domain_scores_codex":[0.9939997,0.002452535,0.001875414,0.0008819076,0.0005367697,0.000253622],"domain_scores_gemma":[0.9871557,0.01008203,0.001585171,0.000455182,0.000535512,0.0001864341],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003276682,0.00001941149,0.006668512,0.08409603,0.8964971,0.00007664964,0.00004881664,0.0002714047,0.0001966301,0.00007243967,0.0002896117,0.008486604],"study_design_scores_gemma":[0.0004808794,0.0001105836,0.005242663,0.003864465,0.9892371,0.00006096314,0.00003303123,0.00008242596,0.00006621956,0.000147533,0.0006583543,0.00001584171],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01124831,0.9872258,0.0005925609,0.0001060393,0.0001216991,0.00007250931,0.0004624279,0.00001567548,0.0001549502],"genre_scores_gemma":[0.2872071,0.7070944,0.00238495,0.0007923639,0.0003422163,0.0003189642,0.001402947,0.00005033117,0.0004067409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908286,"threshold_uncertainty_score":0.04850364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072796177412932,"score_gpt":0.4674992107883074,"score_spread":0.2602195930470141,"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."}}