{"id":"W2158974827","doi":"10.1513/annalsats.201406-232oc","title":"Neurocognitive Changes after Lung Transplantation","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Neurocognitive; Delirium; Lung transplantation; Lung function; Lung; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000355503,0.0001234758,0.0003000525,0.00002417175,0.00006436927,0.000007392054,0.00009560724,0.00003174464,0.00002191824],"category_scores_gemma":[0.00004616888,0.00008181568,0.0003223276,0.0002917363,0.0002739381,0.00004534032,0.00001217035,0.0001385515,0.000003722388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005429023,"about_ca_system_score_gemma":0.0000231923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005108261,"about_ca_topic_score_gemma":0.00001049498,"domain_scores_codex":[0.9990363,0.0002006307,0.0001624791,0.0001739416,0.000239906,0.0001867247],"domain_scores_gemma":[0.999137,0.0002631586,0.000194957,0.0002187164,0.0001229265,0.00006320293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003006985,0.0002598901,0.4448507,0.001967964,0.00073713,0.00001570429,0.01818797,0.00001749867,0.02370509,0.0002205328,0.00256276,0.5044677],"study_design_scores_gemma":[0.0003044231,0.0002149348,0.9447287,0.0001881112,0.0003323744,0.00002630741,0.0005798785,0.0002288354,0.05221894,0.000166709,0.0008891189,0.000121639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797318,0.0001503863,0.008872594,0.01022651,0.00009623887,0.0002481397,0.00004102862,0.00004065679,0.0005926626],"genre_scores_gemma":[0.977225,0.001135028,0.006647832,0.01462801,0.0001241532,0.00002675451,0.00001035458,0.00001876197,0.0001840701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5043461,"threshold_uncertainty_score":0.3336347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435633721656301,"score_gpt":0.4203213905258806,"score_spread":0.3459650533093176,"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."}}