{"id":"W2006413948","doi":"10.1002/lt.22224","title":"Predicting cardiovascular complications after liver transplantation","year":2010,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Rescue therapy; Liver transplantation; Intensive care medicine; Transplantation; 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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000218849,0.0007202059,0.0007652731,0.0005034665,0.0002747679,0.0001072322,0.0002436152,0.002071046,0.0004412872],"category_scores_gemma":[0.000004085346,0.0007357931,0.0009660016,0.0003134064,0.000170534,0.00053268,0.000008390141,0.003481819,0.0004801984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102565,"about_ca_system_score_gemma":0.0002307385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000701464,"about_ca_topic_score_gemma":0.0001771267,"domain_scores_codex":[0.996071,0.0002215418,0.000736222,0.001089962,0.001243439,0.0006378775],"domain_scores_gemma":[0.9981603,0.0002229061,0.0002174102,0.0008380892,0.0003371245,0.0002241711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.01463908,0.002208073,0.07856889,0.2638195,0.03941588,0.3961762,0.06402457,0.0005942534,0.007132474,0.0005490134,0.1092267,0.02364527],"study_design_scores_gemma":[0.01305792,0.0006481242,0.6917009,0.005900848,0.1181755,0.01862074,0.0001309905,0.002291049,0.007436619,0.0002438891,0.1381993,0.00359416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6273498,0.02069875,0.09306524,0.1758545,0.005637973,0.01701118,0.02231025,0.003914688,0.0341576],"genre_scores_gemma":[0.6148974,0.05416783,0.003589362,0.2409156,0.007044615,0.001446922,0.07644454,0.0004596436,0.001034078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.613132,"threshold_uncertainty_score":0.9995093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401031493183299,"score_gpt":0.225668185225261,"score_spread":0.211657870293428,"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."}}