{"id":"W896293506","doi":"10.1016/j.ijsu.2015.07.009","title":"Xenograft bioprosthetic heart valves: Past, present and future","year":2015,"lang":"en","type":"review","venue":"International Journal of Surgery","topic":"Xenotransplantation and immune response","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Winnipeg Regional Health Authority","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Xenotransplantation; Medicine; Immune system; Calcification; Transplantation; Heart transplantation; Heart valve; Heart failure; Cardiology; Surgery; Internal medicine; Immunology","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":[0.0008979562,0.0002386068,0.001336413,0.000808261,0.00002026088,0.0000602601,0.0001522034,0.0001761662,0.0001259244],"category_scores_gemma":[0.00004405345,0.0001640059,0.0008185558,0.0001439979,0.00007071009,0.0001285726,0.00002965429,0.0004463992,0.00003380525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104297,"about_ca_system_score_gemma":0.0009930145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003084189,"about_ca_topic_score_gemma":6.469168e-8,"domain_scores_codex":[0.9977327,0.0001699303,0.0009995382,0.0001440027,0.0008056957,0.0001481092],"domain_scores_gemma":[0.9979484,0.0003629533,0.0006382171,0.0001337195,0.0006870353,0.0002296393],"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":[0.0003802129,0.0001441086,0.0001792755,0.001877751,0.0009054994,0.0008230438,0.0001037699,1.351924e-7,0.000004658983,0.00001300887,0.03304158,0.962527],"study_design_scores_gemma":[0.0003733155,0.00006973412,0.0003657725,0.009337513,0.0005511508,0.01874922,0.00004133286,7.167458e-7,0.000003635222,0.00001734652,0.9703599,0.0001303202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002447431,0.9923572,0.00001199177,0.004857935,0.002142626,0.0001688305,0.00003708858,0.00001105511,0.0001685482],"genre_scores_gemma":[0.00004340553,0.9938721,0.00017279,0.0002063142,0.005152355,0.000004911441,0.00006861968,0.00003478796,0.0004446926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9623966,"threshold_uncertainty_score":0.6687965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08720137129933068,"score_gpt":0.3872863002443542,"score_spread":0.3000849289450235,"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."}}