{"id":"W4220785777","doi":"10.1016/j.jtcvs.2021.11.098","title":"Outcomes of lung transplantation at a Canadian center using donors declined in the United States","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; United Network for Organ Sharing; Lung transplantation; Transplantation; Lung; Incidence (geometry); Intensive care unit; Single Center; Organ procurement; Surgery; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009689979,0.0004983585,0.0004210034,0.001383413,0.003915197,0.002645018,0.00163774,0.0009362133,0.001991214],"category_scores_gemma":[0.00297631,0.0002773119,0.000602888,0.004613751,0.001494382,0.0007738818,0.001507263,0.001910494,0.0001444344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04075758,"about_ca_system_score_gemma":0.04631835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9730573,"about_ca_topic_score_gemma":0.9860882,"domain_scores_codex":[0.9979398,0.0001404995,0.0000933867,0.0001756983,0.0005539582,0.001096643],"domain_scores_gemma":[0.9962824,0.0001826163,0.000810922,0.00008922613,0.001457173,0.001177748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109472,0.0001065759,0.9935508,0.00002232245,0.00005959021,0.0001863929,0.0005389249,0.0001485075,0.00007163535,0.0002845898,0.002137387,0.002783872],"study_design_scores_gemma":[0.00001827291,0.00005586799,0.9948526,0.00004987726,0.00004868345,0.0002062287,0.003437485,0.0003119337,0.00007378542,0.00009604426,0.0008228019,0.00002641862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906965,0.0007129579,0.00007620006,0.001714419,0.0000399402,0.00003884428,0.002813417,0.000008408849,0.003899321],"genre_scores_gemma":[0.9973869,0.0004150704,0.00006226759,0.000279715,0.00001853113,0.000008509401,0.00132725,0.000003652895,0.0004981137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9730573,"threshold_uncertainty_score":0.2957183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680295918660124,"score_gpt":0.3225107679471771,"score_spread":0.2857078087605759,"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."}}