{"id":"W4413100327","doi":"10.1111/ctr.70270","title":"En Bloc Heart‐Lung Transplantation: Past and Present. A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Heart-Lung Transplantation; Intensive care medicine; Lung; Heart transplantation; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002448899,0.0007542099,0.005963342,0.0003255658,0.0001461439,0.00005988275,0.0002424538,0.0007621844,0.0000729614],"category_scores_gemma":[0.000329929,0.0005595583,0.001483039,0.0005901068,0.0001553958,0.0001564006,0.00001289095,0.0009898404,0.00005054368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000060076,"about_ca_system_score_gemma":0.0004281935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008810513,"about_ca_topic_score_gemma":0.000006417874,"domain_scores_codex":[0.9922046,0.002389959,0.003474641,0.0009763124,0.0005548866,0.0003996173],"domain_scores_gemma":[0.9903919,0.007892549,0.0005985132,0.0006369826,0.0001437317,0.0003363831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008648634,0.0001005152,0.0001705059,0.9576157,0.0006365916,0.0002413223,0.000116262,1.443228e-7,1.709795e-7,0.0001343417,0.0002715553,0.0406264],"study_design_scores_gemma":[0.001610481,0.0001635734,0.0004898806,0.8897759,0.06704818,0.001793948,0.00001270574,0.0000110839,0.000001096549,0.00002574907,0.03857379,0.0004936401],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004076341,0.9845493,0.006054765,0.0007482254,0.0005525172,0.006823866,0.000442566,0.0001709993,0.0006536493],"genre_scores_gemma":[0.000004358958,0.9883923,0.006230446,0.001175851,0.0004574935,0.0006787765,0.002053552,0.00007119153,0.0009360239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06783985,"threshold_uncertainty_score":0.9996856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917698833038033,"score_gpt":0.4954693407509511,"score_spread":0.4062923524205707,"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."}}