{"id":"W2049402188","doi":"10.1615/jlongtermeffmedimplants.v18.i2.10","title":"Analysis of Sixty-Two Explanted Liotta Bioprostheses: Biocompatibility, Biofunctionality, and Biodurability Issues","year":2008,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Université Laval","funders":"","keywords":"Medicine; Hemodynamics; Thrombus; Thrombosis; Fibrin; Biocompatibility; Percutaneous; Heart failure; Surgery; Cardiology","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":[0.0007640837,0.0002519402,0.001610055,0.000610721,0.00006007543,0.00001092972,0.0001921255,0.0001764694,0.0001585439],"category_scores_gemma":[0.001116158,0.0001703303,0.001300053,0.0006191783,0.0005326893,0.0001297435,0.0001141613,0.000250337,0.000002298121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005628708,"about_ca_system_score_gemma":0.0002274386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003006606,"about_ca_topic_score_gemma":0.00001635356,"domain_scores_codex":[0.9964691,0.0002305042,0.001080449,0.000288466,0.00167475,0.0002567362],"domain_scores_gemma":[0.9969657,0.0009232078,0.000673077,0.0003842247,0.0004101277,0.0006436827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114765,0.001923695,0.9798508,0.00104573,0.00792657,0.001140678,0.000133743,0.000001663397,0.001839022,0.000004280333,0.0001349325,0.00488414],"study_design_scores_gemma":[0.004595296,0.001237608,0.9797915,0.0009329509,0.00559863,0.001518493,0.00002418486,0.00005710235,0.006098059,0.00002156772,0.000004620397,0.0001199606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947789,0.004009394,0.00006177997,0.000346275,0.0002722748,0.0003700289,0.0001344772,0.00001173981,0.0000150808],"genre_scores_gemma":[0.9975826,0.002020306,0.00006076933,0.00008295244,0.0001529752,0.000003862262,0.00007369844,0.00001278394,0.00001011178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00476418,"threshold_uncertainty_score":0.6945869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527684067982801,"score_gpt":0.3937499446341677,"score_spread":0.3684731039543397,"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."}}