{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006523675,0.0002999896,0.0003559437,0.0007154765,0.0005628252,0.0007566185,0.0002593478,0.0003652787,0.001365017],"category_scores_gemma":[0.002339212,0.00008001213,0.000280945,0.0005647611,0.0005056686,0.0003305543,0.0004776389,0.0006105199,0.0002344769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915048,"about_ca_system_score_gemma":0.0005588271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395871,"about_ca_topic_score_gemma":0.00396864,"domain_scores_codex":[0.9995953,0.00007261253,0.00006981001,0.00006205905,0.0001084572,0.00009173019],"domain_scores_gemma":[0.9983353,0.0001967846,0.001022507,0.00004546851,0.0001915373,0.0002084532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001407941,0.00005580696,0.9953651,0.00002137583,0.00001933329,0.0003623228,0.00006084004,0.00004783339,0.0003781869,0.000008444777,0.00007101142,0.003468861],"study_design_scores_gemma":[0.000002164282,0.0001943935,0.9986827,0.0000121586,0.000008106994,0.0007058478,0.00007124409,0.00005628094,0.0001728543,0.00001058831,0.00008139497,0.000002339734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979092,0.0006848757,0.00008446608,0.00006262528,0.00001174897,0.00003381591,0.000136097,0.000007196061,0.001069967],"genre_scores_gemma":[0.9993845,0.000179688,0.0000579656,0.00006028976,0.00002001504,0.00001521404,0.0001359021,0.000001002534,0.0001455244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003395871,"threshold_uncertainty_score":0.006752253,"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."}}