{"id":"W2947907697","doi":"10.1111/aor.13503","title":"Donkey pericardium compares favorably with commercial xenopericardia used in the manufacture of transcatheter heart valves","year":2019,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Health Research","keywords":"Pericardium; Donkey; Biomedical engineering; Heart valve; Anatomy; Medicine; Materials science; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001154589,0.00019495,0.0005634681,0.00007364569,0.00005712553,0.00002658702,0.0001066455,0.00005961152,0.0001723067],"category_scores_gemma":[0.000007541732,0.0001156195,0.0008095633,0.0002720861,0.0001060272,0.00006068361,0.00001468189,0.0001589954,0.00009824571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003336027,"about_ca_system_score_gemma":0.00008903186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002818183,"about_ca_topic_score_gemma":0.0000646418,"domain_scores_codex":[0.9987257,0.0001153709,0.0002484353,0.0002573939,0.0003884606,0.0002646635],"domain_scores_gemma":[0.9992692,0.00008715457,0.0000520956,0.0004544432,0.00005454743,0.00008256517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006746824,0.0006197979,0.988103,0.00004769702,0.0005391618,0.00001371228,0.004339973,0.00006872034,0.00443585,0.00014328,0.000397388,0.0006167869],"study_design_scores_gemma":[0.001209085,0.0005078933,0.9888496,0.00004459521,0.0006072737,0.00001286871,0.002203797,0.00000730786,0.004455491,0.00003696303,0.001922737,0.0001423297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951748,0.0001366286,0.00001872301,0.001968821,0.0001197493,0.0007845926,0.00006840352,0.00002573761,0.001702534],"genre_scores_gemma":[0.9989088,0.000007800747,0.00005998249,0.000769002,0.0001014539,0.0000225016,0.0000561705,0.00003025705,0.00004401905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003734002,"threshold_uncertainty_score":0.4714825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520579496751617,"score_gpt":0.3020246444121176,"score_spread":0.2868188494446015,"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."}}