{"id":"W4320922068","doi":"10.1016/j.healun.2023.02.001","title":"Post-transplant outcomes among cystic fibrosis patients undergoing lung transplantation colonized by Burkholderia: A single center cohort study","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Quebec Population Health Research Network; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Fondation du CHUM","keywords":"Lung transplantation; Cystic fibrosis; Medicine; Burkholderia cepacia complex; Transplantation; Burkholderia cenocepacia; Internal medicine; Cohort; Contraindication; Proportional hazards model; Retrospective cohort study; Single Center; Hazard ratio; Gastroenterology; Surgery; Pathology; Biology; Burkholderia; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006733263,0.0005464262,0.0008661048,0.0007758375,0.001258887,0.00155491,0.0008130032,0.0009182653,0.001782248],"category_scores_gemma":[0.002030992,0.0007380339,0.001190374,0.001340707,0.0005769682,0.001489035,0.001007083,0.001338997,0.0003155695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073138,"about_ca_system_score_gemma":0.0007330595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368944,"about_ca_topic_score_gemma":0.01429201,"domain_scores_codex":[0.999141,0.0001478207,0.00007937317,0.0002929455,0.00009319573,0.0002458213],"domain_scores_gemma":[0.9982323,0.0001974819,0.000598284,0.0002380785,0.0002090391,0.0005247439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002020334,0.00007590368,0.9986787,0.000005353242,0.0001280569,0.0001605968,0.0001201458,0.00001764363,0.0002715751,0.00001734894,0.00006779008,0.0002548656],"study_design_scores_gemma":[0.00002126982,0.0002150732,0.9981604,0.000007674226,0.00009501431,0.0004190082,0.0007699753,0.0001401641,0.00004782639,0.00002516006,0.00008704124,0.00001133268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995664,0.00006365601,0.00003873176,0.00002128404,0.000006026661,0.000006432237,0.0002000205,0.000001201033,0.00009610883],"genre_scores_gemma":[0.9995052,0.0000556503,0.00003150434,0.00002493178,0.00000916305,0.000006396773,0.0002956568,0.000002037029,0.00006942172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368944,"threshold_uncertainty_score":0.02721947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699104625991213,"score_gpt":0.2798043251025143,"score_spread":0.2711052204765231,"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."}}