{"id":"W2620272584","doi":"10.1097/mot.0000000000000427","title":"Pneumonia after liver transplantation","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Immunosuppression; Medicine; Transplantation; Pneumonia; Liver transplantation; Intensive care medicine; Lung transplantation; Immunology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003257519,0.0007877974,0.001779642,0.0009255504,0.0001608222,0.0001152368,0.0003301448,0.0006051941,0.0003236705],"category_scores_gemma":[0.00001772162,0.0007012052,0.0006356434,0.0003440499,0.000114836,0.0003786451,0.00001328452,0.000970166,0.0003014329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378757,"about_ca_system_score_gemma":0.0004168718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364302,"about_ca_topic_score_gemma":0.00002345972,"domain_scores_codex":[0.9965381,0.0001921592,0.001333977,0.0008457528,0.0005366359,0.0005533848],"domain_scores_gemma":[0.9983547,0.0001424244,0.0005511509,0.0006432264,0.00009416485,0.0002143391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002446265,0.0002059403,0.001049304,0.3870848,0.00006231178,0.0003172148,0.0006596128,2.419359e-7,0.000001161874,0.0001336869,0.0001032044,0.6101379],"study_design_scores_gemma":[0.002363013,0.0001770613,0.01459647,0.1081966,0.003289921,0.001977694,0.0000110941,0.000008525564,0.0000420001,0.00003744195,0.8682433,0.001056906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006612305,0.9917693,0.001699771,0.00005741445,0.003029265,0.002135759,0.0007155718,0.0002485183,0.0002783392],"genre_scores_gemma":[0.000346246,0.9917024,0.000365794,0.00002117062,0.0005813969,0.0003841716,0.006327334,0.0001530846,0.0001183869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8681401,"threshold_uncertainty_score":0.9995439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353339887362013,"score_gpt":0.4298653783440085,"score_spread":0.2945313896078072,"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."}}