{"id":"W2012219247","doi":"10.1097/tp.0b013e318198d734","title":"Prediction of Cardiac Complications After Liver Transplantation","year":2009,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Liver transplantation; Transplantation; Peripheral edema; Pulmonary edema; Cirrhosis; Hepatocellular carcinoma; Pericardial effusion; Liver disease; Heart failure; Surgery; Adverse effect; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813324,0.000360306,0.0003130322,0.0006614701,0.000264056,0.0006579417,0.0002702142,0.0004435378,0.001382388],"category_scores_gemma":[0.005736931,0.0001330389,0.0003640236,0.0004857247,0.0002514168,0.0003340492,0.0004362446,0.0007905712,0.0001940306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482848,"about_ca_system_score_gemma":0.0002891854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008269803,"about_ca_topic_score_gemma":0.00128758,"domain_scores_codex":[0.9994985,0.0001493995,0.00008666831,0.00005876678,0.0001221852,0.00008456833],"domain_scores_gemma":[0.99259,0.001846111,0.003730627,0.00008329273,0.0005693897,0.001180668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007425361,0.00001418469,0.9980937,0.000008066977,0.00001650586,0.00008271897,0.00001012931,0.00007958869,0.00004057772,0.000003965576,0.00007084951,0.001505508],"study_design_scores_gemma":[0.000007562878,0.0001065647,0.9980179,0.00001790323,0.00002358351,0.001043635,0.00004510438,0.0005094951,0.00007584949,0.00002665809,0.0001213133,0.000004396973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978949,0.0011224,0.0001435106,0.0001150206,0.00001690719,0.000009045381,0.0001211134,0.000006285003,0.0005707474],"genre_scores_gemma":[0.9993207,0.0002062402,0.0001312514,0.0000261347,0.00004242796,0.000004921704,0.0002079774,0.00000146957,0.00005880571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001382388,"threshold_uncertainty_score":0.004624546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808424228936413,"score_gpt":0.2614124783170973,"score_spread":0.2433282360277332,"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."}}