{"id":"W2976163468","doi":"10.1111/ctr.13720","title":"Outcomes following bioprosthetic valve replacement in prior non‐cardiac transplant recipients","year":2019,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Intensive care medicine; Surgery","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":[0.001816331,0.0003206739,0.001025936,0.0002274636,0.00006821915,0.00002693513,0.0001411735,0.0002896484,0.0001296139],"category_scores_gemma":[0.00005410388,0.0002629573,0.001003197,0.0003100041,0.00005723124,0.000192769,0.000006491671,0.0004713636,0.0002580145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006926685,"about_ca_system_score_gemma":0.00009736767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004527043,"about_ca_topic_score_gemma":0.00002144838,"domain_scores_codex":[0.9966464,0.0002809342,0.001373522,0.0007108407,0.0005439098,0.0004443988],"domain_scores_gemma":[0.998239,0.0008858797,0.0001639694,0.0004491928,0.00004736031,0.0002145476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001231037,0.0003012223,0.9883494,0.0003002054,0.0002383176,0.00008432714,0.0009930505,0.00001264759,0.001315687,0.00009465435,0.000007023729,0.007072472],"study_design_scores_gemma":[0.009279557,0.0006087354,0.986503,0.0008240814,0.0006996591,0.00001983139,0.0001012321,0.0001065118,0.001279973,0.0001034783,0.0001715933,0.0003023387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907273,0.00008958134,0.002960483,0.0005512993,0.002300526,0.001657374,0.00006648015,0.00009382996,0.001553094],"genre_scores_gemma":[0.9868042,0.0008665427,0.01036979,0.0006547231,0.00006975528,0.00006442988,0.0003404226,0.00004669282,0.0007834331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008048519,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302405352584044,"score_gpt":0.3985682422259034,"score_spread":0.355544188700063,"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."}}