{"id":"W2795350747","doi":"10.1111/aor.13095","title":"Structural Model for Viscoelastic Properties of Pericardial Bioprosthetic Valves","year":2018,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Viscoelasticity; Pericardium; Materials science; Biomedical engineering; Stress relaxation; Heart valve; Composite material; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003604162,0.000124758,0.0002728659,0.00005113925,0.000107534,0.0000142674,0.00004256085,0.00004330543,0.0000395642],"category_scores_gemma":[0.00007362566,0.00009130481,0.0005200527,0.0001036202,0.0002223629,0.00004558451,0.00002272685,0.00003124704,0.00002916903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000301954,"about_ca_system_score_gemma":0.0001427123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002564414,"about_ca_topic_score_gemma":0.000005934163,"domain_scores_codex":[0.9992182,0.00001002358,0.0002070245,0.0001986511,0.0001609781,0.0002051699],"domain_scores_gemma":[0.999437,0.00001172934,0.00005113981,0.0002018074,0.0002031851,0.00009514965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006978839,0.001064786,0.108575,0.000643368,0.002935454,0.000009664709,0.01058363,0.0004820776,0.8392881,0.009232407,0.0006230752,0.01958361],"study_design_scores_gemma":[0.005569081,0.004777893,0.204419,0.0003797319,0.00722871,0.00004227733,0.001695903,0.1683354,0.59789,0.008433301,0.0002336302,0.0009951597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997867,0.0001267296,0.0007480955,0.0002439313,0.0002294017,0.0005131923,0.00007951875,0.00003887344,0.0001532817],"genre_scores_gemma":[0.9989454,0.000002907154,0.0003732677,0.00008646186,0.0003537085,0.00002923341,0.00001873543,0.00002813361,0.0001621137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2413981,"threshold_uncertainty_score":0.3723302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259050639314067,"score_gpt":0.3308598720434946,"score_spread":0.2882693656503539,"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."}}