{"id":"W4412379321","doi":"10.1007/978-3-031-85504-7_11","title":"Pericardia Are Still the Most Select Sources to Manufacture Percutaneous Heart Valves","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Saint-Boniface; St. Boniface Hospital; Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Percutaneous; Cardiology; Medicine; Heart valve; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612705,0.001108698,0.0005966392,0.002453882,0.001110221,0.004393968,0.0007288074,0.001469037,0.09953785],"category_scores_gemma":[0.001129598,0.0005741831,0.000586724,0.001454065,0.0007303801,0.003396046,0.001272497,0.002552684,0.07493307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005629814,"about_ca_system_score_gemma":0.0006651737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004786596,"about_ca_topic_score_gemma":0.001861952,"domain_scores_codex":[0.9996201,0.00004996124,0.00001832563,0.00006399355,0.0002207256,0.0000268982],"domain_scores_gemma":[0.9995403,0.0002481447,0.00002625612,0.00005543799,0.0001035009,0.00002635031],"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":[0.00005549432,0.0001013897,0.0002850644,0.001080267,0.00001325552,0.0003817535,0.000469175,0.0004168112,0.009867135,0.1203322,0.2021595,0.664838],"study_design_scores_gemma":[0.000003216469,0.00002176655,0.0001653437,0.0002105362,0.000005413754,0.0004075237,0.00005878325,0.0000639007,0.001463939,0.007651129,0.9899401,0.000008392578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002218554,0.06228116,0.01696751,0.002732892,0.003595808,0.0001066764,0.0006175423,0.0006694013,0.9108105],"genre_scores_gemma":[0.006643234,0.02040873,0.01474098,0.00120566,0.0008360724,0.00004548342,0.0003593639,0.0005343971,0.9552261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09953785,"threshold_uncertainty_score":0.3329873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008705373273379176,"score_gpt":0.2828915563554502,"score_spread":0.274186183082071,"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."}}