{"id":"W2028867762","doi":"10.1016/j.healun.2010.08.024","title":"Impact of lung transplantation on serum lipids in adults with cystic fibrosis","year":2010,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Hyperlipidemia; Internal medicine; Cystic fibrosis; Transplantation; Hypertriglyceridemia; Gastroenterology; Lung; Spirometry; Cohort; Population; Tacrolimus; Surgery; Cholesterol; Diabetes mellitus; Endocrinology; Triglyceride","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":[],"consensus_categories":[],"category_scores_codex":[0.0007717269,0.0001521838,0.0003418089,0.000237798,0.00006946309,0.00001100215,0.00005826024,0.00008413397,0.0000359084],"category_scores_gemma":[0.00001398497,0.00008479537,0.0001081302,0.0001930763,0.00006779838,0.0001844504,9.225628e-7,0.0004778988,6.031895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210398,"about_ca_system_score_gemma":0.00009654055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320794,"about_ca_topic_score_gemma":0.0002142819,"domain_scores_codex":[0.9988083,0.0001713922,0.0004567502,0.00009851214,0.0003052769,0.0001597331],"domain_scores_gemma":[0.9989729,0.0005533626,0.0001748885,0.0001053966,0.0001035557,0.00008991391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03477526,0.0001923126,0.8244359,0.002148371,0.0001916157,0.00008030902,0.01603497,0.0006784328,0.1197322,0.0001043422,0.0000315288,0.001594761],"study_design_scores_gemma":[0.005261137,0.001568403,0.9798987,0.001487336,0.0007162319,0.002017763,0.0001509721,0.0005550501,0.008215273,0.00002922211,0.000003734752,0.00009619088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996372,0.0001444168,0.002490523,0.0004652329,0.0001268209,0.0002740799,0.00004820931,0.000008145696,0.00007055395],"genre_scores_gemma":[0.9947847,0.001242284,0.003765849,0.00005828485,0.00009669812,0.0000020908,0.00002385095,0.00001559094,0.0000106335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554628,"threshold_uncertainty_score":0.3457855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007864380642767616,"score_gpt":0.3035989613715062,"score_spread":0.2957345807287385,"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."}}