{"id":"W2051141093","doi":"10.1513/annalsats.201311-388oc","title":"Cognitive Function, Mental Health, and Health-related Quality of Life 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":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; University of Pennsylvania; National Institutes of Health; Vanderbilt University","keywords":"Medicine; Transplantation; Cognition; Depression (economics); Quality of life (healthcare); Anxiety; Lung transplantation; Internal medicine; Psychiatry","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":[0.001461094,0.0001199371,0.0005791718,0.00002602293,0.0001112754,0.000004094693,0.00004866144,0.00003579768,0.00001497973],"category_scores_gemma":[0.00006642035,0.00008616887,0.0002663872,0.0002742458,0.0003936791,0.00005735423,0.00001021302,0.0001417322,6.781401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001222977,"about_ca_system_score_gemma":0.0001468374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008312917,"about_ca_topic_score_gemma":0.00002756634,"domain_scores_codex":[0.9982193,0.0005592621,0.0005892889,0.0001822685,0.0002694788,0.0001804552],"domain_scores_gemma":[0.9985572,0.000268055,0.0007348043,0.0001534976,0.0001279279,0.0001585352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005394502,0.0002358076,0.8332012,0.00364018,0.0009361492,2.958047e-7,0.03164088,0.000004009535,0.0008344969,0.0002497798,0.001875059,0.1219876],"study_design_scores_gemma":[0.0008093144,0.0004813281,0.9937019,0.0003571097,0.0000986821,0.000007209955,0.003308812,0.0000788514,0.0008372666,0.0001726781,0.00006295196,0.00008386246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700583,0.002063409,0.006419089,0.02081,0.00008973928,0.0003641454,0.0001108387,0.00002366434,0.00006088397],"genre_scores_gemma":[0.9784205,0.002785935,0.002521715,0.01612144,0.00003003694,0.00001000693,0.00004962649,0.00001287443,0.00004789024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1605007,"threshold_uncertainty_score":0.3513865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118729391879669,"score_gpt":0.4582729799479256,"score_spread":0.3395435880682566,"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."}}