{"id":"W4399890548","doi":"10.1111/ctr.15369","title":"Incidence and Risk Factors for Stroke After Combined Heart‐Kidney and Heart‐Liver Transplantation","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Stroke (engine); Dialysis; Heart transplantation; Internal medicine; Incidence (geometry); Transplantation; Heart failure; Cardiology; Diabetes mellitus; Risk factor; Surgery; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008140013,0.0002404875,0.000468755,0.0001415856,0.0001298266,0.00008210648,0.00003863731,0.0002311347,0.00004021028],"category_scores_gemma":[0.0001446786,0.0001956647,0.00021539,0.0001202185,0.0001901159,0.0003064385,0.000003582058,0.0003361708,0.000008871058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001552707,"about_ca_system_score_gemma":0.00008660985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007083306,"about_ca_topic_score_gemma":0.00007159368,"domain_scores_codex":[0.9981229,0.0002177985,0.000640296,0.0005477485,0.0002263711,0.0002448308],"domain_scores_gemma":[0.9965968,0.002809193,0.00005757469,0.0001354755,0.00006547244,0.0003355102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004340057,0.0001101844,0.9773975,0.005260591,0.0002402619,0.0001909314,0.003220774,0.000004580587,0.002068924,0.0006190205,0.0001151101,0.006432052],"study_design_scores_gemma":[0.003433258,0.0008395815,0.9877471,0.0006206274,0.001848044,0.0002459713,0.0000943978,0.001566829,0.002089415,0.0004372968,0.0008391275,0.0002383103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942463,0.0008438422,0.05329086,0.0008145765,0.0005098349,0.0008163364,0.001070793,0.0001440278,0.00004667564],"genre_scores_gemma":[0.9538724,0.01968681,0.02487698,0.0007345229,0.0001742361,0.00007054413,0.0004276981,0.00003726958,0.0001195598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02841388,"threshold_uncertainty_score":0.7978976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307337041692936,"score_gpt":0.393989549279923,"score_spread":0.3409161788629936,"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."}}