{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003154936,0.000100306,0.0005758076,0.0006078548,0.0001199234,0.00001036617,0.0000640313,0.00003370697,0.00002834518],"category_scores_gemma":[0.00004276637,0.00006722164,0.0006694365,0.0003783815,0.00003212177,0.00006966636,0.000007678103,0.0002092605,8.234687e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009679033,"about_ca_system_score_gemma":0.0001650615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008907766,"about_ca_topic_score_gemma":0.001159973,"domain_scores_codex":[0.9981474,0.0006431152,0.0004879425,0.00009033197,0.0004715463,0.0001596468],"domain_scores_gemma":[0.9991105,0.0004214611,0.0001519378,0.0001405828,0.00008026108,0.00009524816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004320785,0.00003411759,0.9886656,0.0002222274,0.0008918525,0.001163891,0.002188191,0.003150075,0.00003622521,0.000004324241,0.00004367908,0.003167687],"study_design_scores_gemma":[0.0009767944,0.00004690556,0.9866506,0.0001554442,0.001644766,0.005353877,0.00216363,0.0005276821,0.0001670114,0.00002608419,0.002165185,0.0001219532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944327,0.003174604,0.001530837,0.0004605781,0.0002145975,0.0001233381,0.00004185856,0.000002492333,0.00001894245],"genre_scores_gemma":[0.9957243,0.002807088,0.0009069924,0.0004474782,0.00003648295,0.000002852538,0.00005317553,0.00001135061,0.00001030496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007747794,"threshold_uncertainty_score":0.997692,"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."}}